List Of All 2205+ Ideas

 

  1. SuperIntellignce Idea – The Covid Virus spike might have ha diffusion energy generator. Where atoms move from place to place like hydro power //Per
  2. Super Intelligence – Observe different diff.eq by random //Per (Covid idea)
  3. #Phone Computing – Solve learn PDE’s on the phone and google colab. pip install py-pde//Per
  4. #Covidpass Idea – Church issues passes for anyone who for whatever reason can’t take the vaccine. In return they swear not to spread the virus. Stay home when fever etc. Its for the human kind humanity sake //Per Its a security and peace issue to mitigate deadly conflict //Per
  5. #Covid_19 #Innovation – Fever forehead protection cream. We need a hand creme that protects you from people in the surroundings from transmitting viruses during fever. Innovate a creme and get rich. Assume uptake in the skin changes more depending on the body being attacked. Sunblock cream and a little saltwater //Per
  6. Chest Pain – Try Moisture Protection cream + some amount of concentrated lemon bottle juice. It worked for my chest pain. Bad heart. Just apply both on a cotton pad and move around the chest area. Atrix moisture creme + lemon bottle juice. https://pic.twitter.com/nf4f8pFnBz
  7. #Fusion – Guess – Planes of fusion. Polarized glass planes on top of each other could generate a classification problem where some physics law activates to burn a hole in the sheets. This heat energy is used as fusion for an electric generator. It could be dark corrective energy.
  8. Fast recovery with a small cococola bottle plastic with warm water. Press to the chest at all times. Sew a pouch on a sweater or hold the warm water bottle while walking around. No more lung problems or throat. //Per
  9. #Physics Flying cars – Using the wheels it could be possible to create circular chemistry which has like matter a momentum delay. This chemistry then acts like a reaction force against gravity and everything else before supervised solving //Per
  10. #Some new things – #Future #music – Mobile that can classify your mode from pushing #sense buttons ( the whole phone is a sensory organ ) on the phone. Rate with true feeling automatically. No hazzle. Wow Mega Trillion dollar idea //Per
  11. #Schrödingers Cat inspired python – Assume all loops are music then there exist harmful loops. Since certain noise loops can hurt your ears. For best accuracy insert sound samples in the loop. Play at best rate and don’t get atom hacked?
  12. #COVID19 Bring an end to the pandemic. Everyone carries a keychain IR-Thermometer for the fore head fever check. Lower the price to 1 dollar or give out for free. Covid spreads when someone in the nearby has fever. Coming to your home you scan the forehead. Dont take anyones word
  13. #Refugee #Invention Idea – 4 drive wheel Super Car Electric Generator. Connect 4 x 25kva generator to each wheel. ?Cheap diesel/petrol car stable and ?elevated with free wheels. Supply the whole refugee camp with electricity. Earn money share petrol price //Per
  14. #MachineLearning – Natural loss function is a photo sequence of water waves. Figure out how to use a small anim as a loss function to the optimizer. This way you can produce natural intelligence //Per
  15. #Covid Ultimate vitamin-C booster. Chew two pieces of yellow lemon shell. Put the chewed lemon shell under the upper lip like Swedish snus and you got Vitamin-C to the max. Very good. #prevention #Health
  16. #covid – Boiled water + lemon pieces + single small grain of rock salt
  17. #Russia #COVID Steam inhalation with drops of lemon from a lemonbottle is so good you can’t believe it. Stop covid. Deep plate and some boiled water + lemon concentrate pretty much if your infected. No salt needed. Drink warm tea with lemon pieces. //Per
  18. The electron uses the atom core for gravity in an adapting machine learning way.
  19. #TwitterMoney – Similar to heart ECG’s with doctors giving diagnosis could we have charts over business and classify different financial diagnosis over twitter. Enhance money knowledge 1 billion times. Cooperate with finance experts get second opinions. Mega Trillion Idea //Per
  20. I should have used this for steam inhalation. A much simpler setup then before. Tested just now. Lemon bottle drops and just a deep plate of boiled water. It felt good. The lemon bottle just costs 10 kr each. Makes me sad so many died.
  21. #Afghanistan – Maybe harsh punishment is not necessary instead use innovate ways. Electronic surveillance methods. Help the Taliban gov to keep the peace at acceptable security.
  22. New Physics – With a phone you can take file.csv of both gravity and magnetism. Assume there is a connection so run a deep learning model with gravity = model(magnetism) . A deep function connection. That’s machine learning physics in a nutshell. Wow //Per Lindholm
  23. #Solar Panel Power Insurance Service – When blackout you can get your lawn solar power setup. For refrigerator and fans and hopefully enough for adapted kitchen supplies. Wow Trillion dollar idea? #insurtech #ELFörsäkring #Solpanel
  24. Fight. Soar throat – Cut two lemon skin pieces. Put under the upper lip. Bite them when needed. Releases real vitamin-C. Constant flow of vitamins. Soar throat removal. High temperature – You can try salt+water in the hair and on the hands. Like a hand sanitizer spray.
  25. Ultra CPU Idea – Generate any wave length of light with quantum calculations. I wonder if processing faster than light creates ultra versions of the rainbow spectra. For light to catch up it has to fit more data in. Use this for high Density CPU //Per
  26. #Important #Covid19 – The Game Simulator – Create a simulator game where you train to become level 10 in protection skills. Even if you have the vaccine preventive treatments are important. Protect kids train them on the android phone. Covid19 game of personal protection.
  27. #COVID19 – Idea – Train your under arm pit bacteria with lemons. Rub real lemon piece or a cotton pad with real lemon juice bottle. Worth investigating what probability this treatment can effect covid virus. Unused potential – Your own bacteria.
  28. Guess – Information Teleportation – Could data converted to Wifi energy signal not compatible local time energy force a fast transport to an outer satellite and then back to Earth to the server Or better a short distance to Earth bound server is better. Minimal risks //Per
  29. Lemon Upper Lip – Soar covid throat early protection. Small piece of cut lemon skin under the upper lip. Bite occasionally for real vitamin-C. Drink real lemon + water. It help filling up with real vitamin from real lemons //Per
  30. Code is like math do what you want!
  31. #SARSCoV2 How do we get out of the pandemic. Different extra symptoms might give rise to new variants. Predict the next variant, its properties and earn a millon?
  32. Machine Learning Analysis – Create iteration with same X for each loop. This way you can plot y = model(x,A) for a variable A and plot. Make your optimization this way and not a global optimizer without any plots. Important engineering skills. //Per
  33. #Covid – Immunity vitamin-C booster. Lemon +water. Just fill water bottles with small pieces of real lemon. Its that simple. 10 bottles drink plenty. Can do refill of water.
  34. Best Treatment I have Invented – Moisture Protection Creme and small amounts of lemon from a Lemon Bottle. Wow the heart, lungs and body feel much relaxed. No aching pain what so ever. I’m in heaven feeling. Small amounts of concentrated lemon juice from a lemon bottle //Per
  35. Unsorted jupyter-lab notebooks
  36. #Covid – Predict times series by a base function with same parameters as 51 arm functions. The armfunctions are activated at k distance from start. Works well. Like a finite element version using chainer.Sequential(…) for a layer. Very convinient. //Per Lindholm
  37. Human ai – Would it be possible to simulate parallel working human thoughts. Store past self arguments and train a crude model on them. A kind of post it note. Assume many threads in the brain obstructs thoughts. Experiment by yourself on ai model. Its The Simplest Kind //Per
  38. Emergency Personal Cooling – A thermos with ice cubes and a refill bottle with water + optional real lemon. Its that simple. Shake once in a while for extra cooling.
  39. Emergency Cooling – Fill a pot with sea salt and boiled water. Place outside boiling hot. Here in a glass balcony in scorching heat. 1 min later you get many clouds for cooling. Himalayan salt was used. //Per
  40. #muscle #pain #Cramps – Muscle pain – Tiger balm + real lemon works. I mean its the ultimate treatment when no other works. Lemon is the secret ingredient. //Per Lindholm
  41. Gravity – Earth surface is the initial value function and its invert the space is where the PDE is, the gravity energy function. So energy from the matter goes outwards in a oscillating way cause its so large object. The energy has to get back. WOW //Per Lindholm
  42. Quantum Mechanics Why – How can functions move in the layers. Axiom. At 0 accuracy all functions can move with in the space. So quantum is function coef. coming at you. A room temperature function handles I think square functions with some >90% accuracy. //Per Lindholm
  43. New math? – Probability_t is a derivative in time of a function p() that captures state0 to either state1 or state2. Something like that //Per
  44. Towards Real ai – There might exist super natural programming code. Special code that acts like a universe api of functions //PEr
  45. Super Intelligence Peace Idea – Peace data #tracker. You track daily metric that relates to peace. The as with the covid19 India graph you keep number of people recovered above new cases. Its that simple. Peace data tracker. For the #Israel #Palestine #Peace
  46. Machine Learning Idea – What if information is like Oxygen and Carbon dioxide. Could be the basis of self learning? Input X Oxygen to a function is DNA chained with Carbon and is now CO2 data to another function as the initial matrix. Every plant and animal get data X,X,… //Per
  47. Physics idea – Energy heat is collected from surfaces. So what is the Earth Surface Energy? Is gravity superimposed? Many objects can exist in the air and you need coeff. for the function output. So gravity is a ~3 layer energy function from the core of earth and up //Per
  48. #Israel – #Palestine – #Peace – Is there a differential equation to keep the peace for some longer duration. If you think cyber security what can you do. Energy can go bad or it can go good. Directly start projects for business. Create that differential energy equation for good.
  49. #COVID19 Finder – What if the ?red spike protein belong to red laser teleportation. Experiment. Teleport the virus. Measure data. Train a machine learning function. Find all viruses by function. Win //Per
  50. Super Intelligence – Solving the Chaos Equations with water + salt? Salt 3d scans the solution. //Per Lindholm
  51. Feeling Math – Evaluate your feeling by assigning thought pressure either left or right and sense if the pressure stays after seeing an equation that is right or wrong. Then by feeling you can iterate the true answer or get inspiration for ideas //Per
  52. Super Intelligence vs #Covid19 – #Quantum Virus Matrix – The virus could be a number and a matrix at the same time. A super position between spike proteins and core //Per
  53. #COVID19 Body Scanner idea – real Lemon + canola oil skin treatment leaves a temporary red patch over the skin over suspected areas. This could be used. Inspire 20+ NobeL prices?
  54. Covid Stats India 12/5-2021 – When new recoveries is higher than new cases then we go towards #zerocovid . Orange is recoveries and blue is new cases. According to the graph.
  55. Covid – Maybe there exist micro energy mechanics. A dark energy that solves it mechanical problems for the virus. no rotating parts are required with energy mechanics. //Per
  56. America should have a permanent Israel minister so this does not happen in the future. Someone like Trump who does not take shit from anyone. Stability
  57. Covid19 – Maybe there exist a Natural throat area treatment, natural skin ointment + real lemon. Only naturals for outside skin area near the tonsils was the idea. Tested – what a feeling.
  58. #IndiaFightsCorona Also in addition to medicine you could try this treatment against initial fever of covid19. Just cut a cold lemon from the refrigerator and rub in the hair. Feel longlasting cold. Repeat. Then rinse with water. Only natural lemon pieces. #COVID19 What a feeling
  59. #COVID19India Natural Lemon Air Protection. Cut one lemon 7 pieces in a bowl with a little water. Placed a usb powerbank powered fan blowing on it. For a fresh natural only feeling. No chemical air fresheners in my opinion. Real lemons. #steaminhalation also.
  60. #Covid19 Super Intelligence – Reason for colors – In Diagnostic images let the machine learning model function colorize in different colors each part and label for verification that it understood. Something like that. It must be the right color. Not some abstracts.
  61. Quantum Mechanics – guess – Brute force life loops could they exist and what would they be called. Belongs to entanglement. Either the universe kills it or it lives forever by evolution. Brute force life loops could inspire eternal running machines. //Per
  62. Super Intelligence – #Dark #energy as the rest from a knowledge field surrounding a mega CPU. Just amplify future time a billion times. You get rest products. //Per
  63. Universe API – If everything in the very complex invention is 100% you get access to the very impossible API? An evolution functionset advantage. Enough information for atom generalization help. Then a black hole could come from a dual universe API? Impossible color. //Per
  64. Indoor Plant Idea – Pot that has a mountain side. Could a smaller volume filled with soil be a safe water container for the main flower pot. If so then this might work. //Per
  65. #COVID19 – Find the Super Prevention – I took regular Lipton Citrus Green Tea and mixed with pieces of real lemon. Wow what a feeling. Tea is good prevention and lemon is good prevention. Together they could make a super preventive covid19 tea mix.
  66. #Refugee #Innovation – Life saving – Cotton #Fabric Battery/solar panel on the side powered #refrigerator for walking. Its life you gotta protect it. Wow //Per
  67. #COVID19India Covid Methods – Two Ear cue tips on the tongue drenched in boiled water+salt. Hold it for a 1 min. Soar throat gives up. Together with steam inhalation.
  68. #SARS-CoV-2 Covid prevention week. As the pandemic progresses the human body nutrients are depleted. Go and buy veggies. A pack of frozen veggies to boil for 10 min costs 15kr. Its all the prevention you need. Eat all of it. You need it. Once a week #Sweden #Sverige #coronavirus
  69. Unsupervised Learning – Experiment X10 = X10 + 0.01*X3 train a model on the added causality label 10 and 3 then run it without inserted causality to find closest causality got 33.98% unsupervised^2 //Per Lindholm
  70. To create *any function sun teleports water to the moon to bend light. //Per . Assume the sun needs to see Earth all the time. Bending of light could be a hack using gravity and water ice … Thats why ice is found on moons. //Per
  71. Universe Machine Learning model – Learn 100+ small functions then train on their coeffients with the range index as label. //Per Mars 22 2021
  72. Idea – Generalize water response by boiling different fruits, veggies and seeds. Mix the boil with much drinking water to see if plants can enhance their C-vitamin function or otherwise adapt to covid19. By watering them with residue boil.
  73. #Covid19 – idea- Create a physical force that reacts to covid19 virus. Atoms are self learned. This can be used. The classfication problem f = a*b and f = a*c. Then move the object down for b and any motion for c. Atoms will investigate the probability. No surprise Theorem. //Per
  74. Don’t Drink Boiled Sunflower seeds. Some fabricated ones are not good at all. Turns water green.
  75. Fusion Energy Security – If fusion is made of hydrogen H in asymmetrical positions. High temperature in the sun assures this by random. Then there exist low temperature fusion. CPU Computation that moves quantum particles to change the trajectories of hydrogen into sun plasma pos
  76. Per Lindholm Law of Physics – The higher the accuracy of a function the more is the cost of quantum particles. Since everything is adapted with running quantum particles. Quantum particles is needed to sustain high accuracy during training. //Per
  77. Gravity idea – Gravity are functions or diff.eq. that are been hacked by quantum particles continously. Assume everything in the differential equation can change by single particles. Which came first g or h theory would suggest heat can be turned to gravity by quantum particles
  78. High pitch noise in the ear code treatment? – Ran a multithreaded python loop for finding the fastest pair of numbers to add. The idea was to get rid of quantum noise. I think it worked because it stopped. //Per
  79. Linux Hardware – We need Linux CPU’s that are machine learning ready. Use ml functions to simulate massive parallel computing. If you know the answer generalizing an approximation is possible. To outperform quantum computers save life. //Per
  80. Math – From adapt math its easy to see that x^2 is used to generate a second derivative. //Per
  81. Complex Math Idea – Self learning universe atoms need supervised information. Looking at the planet system it could be a complex object. Major C. Why? Since even if you calculated correctly is it right? If MComplex solution belongs to the planet system and life. Its ok //Per
  82. Programming code Innovation – Create a dataset of titles of functions and algorithms. Then mix randomly with some rules and create new algorithms from these initial guesses. like https://ruggenberg.nl/titels.html but for code. //Per
  83. #Blender 3D Idea – USB #dongle that outputs a video stream with blender 2.8+ for use with low end computers and raspberry pi’s. Hardware Blender USB dongle. Could support the blender community financially. //Per
  84. Math idea – Could you count with time to figure out the function and its variables? Say the function takes 1.367e-6 second this means I need to square it. // Per
  85. Machine Learning Mathematics – Dont mix numbers and functions calls. What you clip x so that you get left over numbers not used. Then you could use these as function calls. Dynamic function calling. Above normal speed processing? //Per
  86. Math – Maps like earth could be a way to calculate with 3d matrices. You only need the surface. The rest are rock elements. Not changing. //Per
  87. My Idea – Quantum particles hack differential equations to make life work. Free will comes from this probability. ?You then need a hiearchy closest boss to the living object. Thats you the boss of your own destiny.
  88. Innovation – New beginnings start with new inventions? Then what features do we want from atoms. We got logic but that is a voltage classification. What if atoms classify magnetic, gravity, pressure. What can be achieved with other logics //Per
  89. Information Effiency Enhancement – a surface of the turbine which creates information with more heat. Meaning atoms does not want to create information with heat since the space in the universe would quickly fill up.
  90. #Covid19 – Home remedy –
  91. #Superintelligence Math – Assume add on hacks to mathematics. log(0) shows the universe needs to hack by quantum particles. y = log(x) + inf(x) where inf(0) = inf for x = 0 and 0, else. — since log(x)-> -inf, x->0 //Per
  92. #Covid19 Idea – Insurance idea. High quality treatments and money in case of covid. #USA
  93. Everything can be split into a differential equations with ? 1e-30 stepsize since otherwise quantum particles can not correct the solutions. //Per
  94. The spikes are an approximation of sin(t)? The virus uses frequency? Measure the distance between spikes for a candidate treatments. The reason for spikes could be to get an advantage in elevated temperatures. Blood is smooth optmized for 37C. Boil water. ?Food lowers the temp. The virus could retract the spikes for hardened surface at 39 degree Celcius. Antibodies stop this transformation?
  95. Machine Learning – Causality map. Map 10e-5 loss causality loss for individual samples. Showing weight matrix for l0 //Per
  96. Super Intelligence School Idea – Use the ordinary text editor for math. Just practice your math skills writing in a text editor. Can be done with phone for unlimited paper. WOW Python3 interpreter + code editor for Mathematics unbeatable. //Per Lindholm
  97. Idea #Maple #Calculator app – Built in Exercises needed. Also a possibility for a Math Kaggle Forum for solving current problems using mathematics. Not only machine learning. Wow //Per
  98. Quantum is like a factory where bits do everything possible. So when the boss decides what to do the solutions are ready.//Per
  99. SUper Intelligence – Could unsupervised learning be a energy equation. a**2+b**2 = c**2 where c.array = a or c.array = b Only way is to maximize options to get out the trap math. //Per Lindholm
  100. #Peace Project #Covid19 – Honor the victims of covid19. Sports? Olymics. Something can be done for peace. //Per
  101. Expansion Learning – Using Chainer. Just use the F.linear(…) to cut the W and b. 9136 samples for 90-100 hidden and 0.996*100 % //Per
  102. Machine Learning Iteration – Check this example. Fashion_mnist 0.9596130048374395 (8889,) Basically use random. Then loop random walk 0.01 stepsize to find all samples. From y = k0*y**2+k1*y+k2 where k is random. //Per
  103. Maker idea – Infinity screen for the raspberry pi. //Per
  104. Super Intelligence Physics – You can always generate ?gravity since errors are more probable than energy rich truths. //Per
  105. Black Hole Physics idea – Could black holes be of ?random size radius in time. So that light has trouble finding its way out. No way to calculate a transmission or reflection. Encrypted space. Random fluctuating radius. //Per
  106. Quantum Mechanics Truth – The reason for probabilities are so that you can break it to find the good hearted truth. //Per
  107. Mysuper code MAchine Learning
  108. #Covid19 Science innovation – Internet connected microscopes. Gather massive amounts of data from home patients. Spit on a glass plate. Insert in a 4G mobile connected microscope. Remote cloud analyze data. For different home remedies. Fast society recovery //Per
  109. Machine Learning idea – Small input large recall memory loss. Hack the loss with .array for two zero loss values. One MSE and one 1-Recall 50%cifar10 loss = F.mean_squared_error(y,yt) rec = F.cast(F.recall(y2,F.argmax(yt2,axis=1))[0],np.float32) loss.array = F.mean(1-rec).array
  110. Machine Learning Math – Electron math – If an electron is tired of the equation 1+1 = ? then present 4-2 = ? Variational freewill computation. Select based on the freewill of electrons. //Per
  111. !!!Fundamental Nature Mathematics – Dependent on the function. From which function a number comes from gives different results. Ex. g(x)=a and h(x)=a but f(g(x))=z and f(h(x)) = w. Biased mathematics //Per
  112. Free is sweet – Give free hot steam inhalation devices. Like water boilers and pot. Save money later on recovered business time. Save money by getting people doing steam inhalation. Take out 1 billion and invest in steam inhalation. Its THat simple. //Per #Covid19 #Sweden #USA
  113. #Corona Try new natural disinfectants for the flooring. Natural substancies like salt, lemon have 1000+ other functions than killing the virus. Like making it easier for the immunesystem to fight the virus. If its a possibility the chances a natural floor remedy has it. //Per
  114. #Covid19 Vaccines precursor information needed for lethal sideaffects. You don’t take the vaccine like some sort of lottery ticket but a spit in a cup to see if you have Any chance of getting a bad sideeffect at all. Covid19 vaccine innovation at its best. //Per
  115. Super Mega Computer – Would it be possible to create a continous stacked CPU using QM. Each CPU is a 2D matrix layer in a model function with quantum particle transmission between the CPU layers. Voila a super mega computer. Creator Processor. Solves nonlinear singularities //Per
  116. Physics guess – If x0 is an initial value then x1 must be plus or minus incriment dx. That is. Up or down from x0. Set every value of up and down equal to infitesimal delta then #quantum #particles solves a #differential #equation. Namely choose up or down by teleportation. //Per
  117. Jul – Camera trick blur. Should be automatic I think.
  118. #Coronasverige- Have tried very small amounts of salt in milk and heated in the micro. Works as a home treatment. Only in hot milk you can have very little salt and drink. Only in milk not in water.
  119. #Covid19 #Enhance #temperature readings. Perhaps a small piece of salt could reveal a different signature of covid19 infection. For detecting Non Symptomatics. Eat a very little salt flake then take a temperature reading before and after salt. //Per
  120. Fusion guess – missing tweet – I guess its possible to mix tiny amounts of hydrogen in chemical fuel to create a more efficient electric generator. // Per
  121. Idea – The reason for the redshift could be to sustain universe function. If the universe expands then everything works in the direction of protecting life. Maybe it collects teleported heat that is the byproduct from star calculation for the expansion. Many coeffients needs to be calculated and it is not free.
  122. Quantum Internet guess – Two antennas that has been magnetized by the same magnet might have together properties. Thereby quantum teleportation enhanced internet. Worth checking out? // Per
  123. #Lindholm #Super #Intelligence #Battery – Simulate massive amount of surface area with #glasfibers inside the battery. Assume all surfaces areas have light as input. Massive gain? // Per
  124. Teach math with python – 4*(1+np.sum([-1/(x)+1/(x+2) for x in range(3,10000000,4)])) 3.1415928535897537 compare np.pi = 3.141592653589793
  125. Machine Learning Physics – Fusion finally – The atoms for fusion needs to have shared their quantum particles in a molecule so they can work together better. Quantum particles are data to the core. Thats my guess. A molecule pair of hydrogen.
  126. Most important Idea ever 2 – Machine Learning Physics – Future Industry – Product atom assembly – Forces between atoms in a metal are self-learned. Thats my guess. The atoms themselves know the finer matrices to fit together. Self-learned forces connect better. //Per
  127. Python idea – Can you ?python code loops like an atom. Horizontal and vertical then maybe we can understand information physics. // Per
  128. Covid19 – Could corona virus be a Finite Machine Virus? like a flu cluster blob. Looks like an amoeba.
  129. Idea – Put a ball with a hole on a wooden cylinder. Try to move it fast along the cylinder and it will get stuck or vibrate. So light traveling at straight lines can’t have any own will over its center of gravity. // My dad Christer Lindholm
  130. Machine Learning – Nothing is perfect – If perfect is defined as something that does not any aftertouch then wait until you meet plants. So a model function might need information for consumption under the period of its use. Split the trainingset into better groups by yt = KMeans
  131. Peace water Idea – #Fantasy #Farming – Imagine a fantasy world where fruits and veggies live in happiness (insects). Tree applemelons => !!!Tree-melonrice rice inside water melons!!! // Per
  132. #Machine #Learning – #Quantum functions – Take an equation like x²+y²=z² => q(x,y,z)= x² + y² – z². Insert x,y,z = rand(3,100…00) to calculate all solution via histogram transfer classifcation. Probability at its fastest. // SUper Wow
  133. Machine Learning Math – An equation could give an answer that is true and false. Ex. 3 and 3.0 are integer and float. They are the same number sort of but are of different classes. // Per
  134. Super Derivatives – Along came a derivative an infitesimal incriment that amplified corrected the guess.
  135. Win against Covid – MIT Cough like app for schools, restaurants and work. Start the app on the phone, cough, get a result with ?98.5% accuracy. Its not 100% but enough to stop a pandemic. #svpol #COVID19 #UnitedStates
  136. Cyber #Security – Machine Learning – Based on #histogram of random looking data to function output could you inspect the output from each layer and check the functions used. Do a md5 sum of the functions for indication of ?quantum manipulation in your machine learning model //Per
  137. Python Beginner – To run a filename.py file from the terminal after starting python. Write this command>>>exec(open(“filename.py”).read()) to get to the variables for easy debug. Please change google to include this exec line.
  138. Machine Learning Math – Perfect sin(x) for large x? Simple use np.argmin(loss) where loss = (y-yt)**2 and yt = mean value of 100+ sin evals from 0..2pi // Per
  139. Machine Learning Idea – Convert data points yi from a histogram plt.hist(yi,100) to a function y(x). Wow
  140. Machine Learning Math – guess – Functions are objects that has the same light spectrum. Guess. Similar function similar histogram from np.random.randn(10000)? Solve equations by looking at the histogram from random input? Classify each hist cluster after a function. sin(x),x**2,x
  141. Biggest Idea In The Universe – Machine Learning New Math – Deep Layer Linear Algebra. Solve problems in reduced coeffient space. Since quadratic matrices are too large. Represent the problem in two or three layers with reduction of parameters. // WOW Per
  142. #Covid19 interesting home treatment – Gargle with small pieces of bana inside peel scrapings. The idea is that the inside of the banana peel protects the banana. Anti virus? Gargle the cold water with only small pieces of inside banana scrapings. Could inspire covid cure?
  143. Lorenz Chaos Equation – I got more chaos from Lorenz differential equation. Setting an inital value for rho = 28 then 0 and oscillating the system to 0 and giving life to the derivate at sin(t)<0.9 gives // Per
  144. Machine Learning Physics – Light changes its state to avoid gravity as much as possible. It’s a machine learning adapted solution. // Per
  145. Its a super star not a black hole. Stars calculate the differential equations for objects orbiting them. Black holes calculate the chaotic differential eqautions. Too much random and you need a black hole. KMeans() for the number of objects in its responsiblity // Per
  146. Machine Learning Physics – Some frequency transformation and back gives waves as the error. Could waves mathematical residuals? // Per
  147. Machine Learning Math – Data efficiency – Is there such a thing as data efficiency? Extract the right data for efficient calculations. Better accuracy. Like getting the intercept points in a fourier sinwave seperation of the data. // Per
  148. Machine Learning Functions – What if becoming a Billionaire is ?following machine learning function. sudo pip install billionaire
  149. Machine Learning hack – Hack a convolution2D layer function. Insert any image into the channel index data. Watch the convolution layer coefficents adapt. Lindholm_Convolution2D // Per
  150. Nigeria Peace – Could this unrest be solved with Money + Diplomacy and a hefty stimilus package. Let get us by this time around. // Per #Nigeria
  151. Battery Innovation – What if ions belong to brain memory. If so then develop batteries that are adapted for ions that want to remember the feed coefficients. // Per
  152. Machine Learning Classification of Problem Solving in Temperature degree idea – My idea is that levels of temperatures in a solution. From gravitational to minus to plus. Gravitational in that it can take more input before overheating. //Per
  153. Machine Learning Math – Points is an infinite idea since there exist an infinite amount of small points.
  154. Machine Learning to AI – Understanding is knowing the derivative the function has for each previous layer as input x to the next layer. // Per
  155. #Covid19 – Food body chemistry – Fool the virus. Create a 3.5 day distorsion to cancel out its collaborative decision making system. Maybe its an idea to have different foods at the hospital so the patient themselves can select. This way you get a random distribution distorsion.
  156. Battery Innovation – What if ions belong to brain memory. If so then develop batteries that are adapted for ions that want to remember the feed coefficients. // Per
  157. Major Job Opportunities for young people – Resellers collaborate with the library to temperory loan out tech products and others. Youtubers could make a 2 weeks loan on it to do a video. Earn money for themselves and the resellers. Library could be a job creator. Wow tech // Per
  158. Idea – You can measure magnetic field noise and the time it takes for the virus to die in a hot water saline solution and in a hot water solution. It will be label 1 for saline and label 0 for hot water only. Collect a lot of data X_train and y_train = 0,0,0, … 1,1,1 … which is a label truth> 1 min. Randomly mix data and then practice the ML function. Then run the model on any substance in water to calculate the probability it takes before the virus dies.
  159. Quantum Computer = Function(raspberrypi) – guess – Noise is music to atoms. So different atoms will respond differently to different noise. Assume correct results means the atom liked the noise. Classify different noise functions to different atom # id’s. Then use only good fun.
  160. Machine Learning Math – Adapt a initial Quantum Particle Matrix so that a zoom in series reduction get the true temperure value. Testing…
  161. Playing on the Raspberry – guess idea – With a hdmi capture card usb3 dongle connect a google chromecast ultra stadia to the pi4 and play through that. @EbenUpton
  162. Covid19 – Food – Bread makers. Make a cheap design that does ?not require yiest. Solved with ?USB-c power. Pack the most food in a flower package + water. Solve food crises with electrical bread makers now. Its that simple. #China #USA #EU #Africa
  163. Math guess – If all points in a graph are true you don’t do a linear approximation function. Since its a line between two points that is the thing. Draw other lines so you don’t need to change the point locations. Then what properties? All multi line coeffients are define trusted
  164. Super Home Treatment – White point cabbage + sea salt. For the brain. // Per
  165. Black hole information paradox – If an object is digitialized in 0’s and 1’s you can imagine the logic of super position travel. If a particle changes between 1 and 0 you can do inf. particle add(a,b) when its 0 since the result is 0. So you need particle memory and 0 capability.
  166. WOW – Machine Learning NEW MLP model – Insert another question to the outputs get perfect results back. map_rnd2 = np.random.permutation(np.arange(10)) y_train2_hot = lb.transform(map_rnd2[y_train]).astype(np.float32) // Per Lindholm 98.8% on a MLP 200 element wide.
  167. Machine Learning idea – Large Paint On Models – Paint the x output from each layer with a starter model function. What would it look like 1000x larger. Then do an invers calulation on the weight matrix. And you get a much larger model. // Per
  168. Machine Learning – Self Hacking Math Function – y = f(t) but at time t = 0 you change y.array = y.array*0+1 . Without any rules other than that. So could this lead to something similar to self learning by optimizer. Self hacking function. The dy suddenly differs from y. // Per
  169. Infinite Processing Speeds – Everything are functions – You can input different things to atom functions. Like what would happen if you made a calculating diamond. Put a CPU inside a Diamond. The CPU iterates its own max processing speed. Wow if it works. // Per
  170. Super Intelligence – Machine Learning bug searching numbers. Plot a series list comprehension function of the number and a sloping curve. If its not smooth something is wrong. Verified pi but not sqrt, log // Per Wow
  171. Theory guess – Draw a circle many time around the nucleus by hand and you see you cant get it 100% right. The number of circles don’t overlap 100%. This is a general problem. So this loss problem gives an update assignment to the quantum particles. Leave or join the nucleus and take some energy with you. The probability is the function field from a machine learning function. Whereby the nucleus can nearfield ?teleport the electron to the right position with the quantum particles as input data. // Per
  172. Why don’t MIT put some research on making rain clouds. To put down wild fires. It was not difficult. Boil salt+water. Cool down. Fill a spray bottle. Spray from an elevated position. Watch rain clouds form. We need water for everything. Perfect civilization rescued. // Per
  173. Salt has an immediate on the throat when feeling the covid19 in that area. Take a seasalt flake right away the same time you feel a virus in the throat. Keep with you seasalt at all times.
  174. Wash Floor with Salt + Water – A protection that remains against covid19 ones the water evaporates. Wow. #floor #cleaning #salt #saltwater
  175. Use business for good. Home delivery of covid19 adapted natural foods. Free or with almost free. Gov politics made easy. Make very much sense. 90% of the cure is food? // Per
  176. Important – You need to do steam inhalation from a boiling pot with salt+water. Salt is an active ingridient. Also wash floors with salt + water. If feeling the throat eat a sea salt flake at the same time. Gargle with cooled down boiled salt+water+glarlic cloves also if you feel the throat.
  177. Machine Learning Math – Invent problems. Like getting a value in a differential equation to jump to another field line. This leads to large jumps that would occur in a spiral galaxy like andromeda. // Per wiki image
  178. Super Genius – From newtons gravity law. G*m1*m2/r^2 = F and a known limit sin(x)/x you can argue that the equation has two limits. The realworld is a number and the real singularity is dimensionless. (sin(x)/x) * (1/r). Gravity is the dimensionless space that is modeled. // Per L
  179. Black holes have large gravity so it has to do with 1/r^2. When r->0 we have a singularity problem. That problem has to do with chaos. Then there is a known limit for x/sin(x)=1,x->0. Replace 1/r² with f() then the secret of the black hole is how r goes to zero with inf. safety.
  180. Gravity!!! – From f = ma we get f/a = m then what if a is 0. You get an insight from a = sin(x) and f = x the limit x/sin(x)=m. So mass is the limit and acceleration oscillates around zero most of the time then a force must be created to follow acceleration so mass exist. // Per – super intelligence!
  181. Super Intelligence Mathematics – Dual math functions. Every function(x,Xworld) has at least two inputs. Since calculation is based on causality you can assign kinship to variables this way. y1 = f(x,Xworld) and y2=f2(x,Xworld) // Per
  182. #Covid19 – Milk attaches itself to the back of the tounge. So I’m testing a new gargle mix. Water+Salt+Garlic+Milk boil. Let cool then gargle. Don’t drink just gargle and spit out.
  183. E = mc². Energy is the creation of function coefficients proportional to the mass m spread out over an area that increases with the velocity of light. // Per
  184. No Surprise Theorem – Similar to no free lunch – All limits exists? Using random walk to picture 1/sin(1/x). Wow // By Per Lindholm.
  185. Save the world invention – Saltwater vacuum cleaner. Desinfect the floors, carpets. Wow
  186. Solar Washing Machine – Free and Open Invention by Per Lindholm 2020-sep-23 Description: cylinder with penetrating axis. Can run on very little energy and solar. #Africa #World
  187. Salt hour per day- If all people eat salt it will create billions of maze problem that will exchaust any ?quantum computer in trying to solve them. Virus dynamics goes down and we win. Maybe we should sync eat salt to make wave dent in the calculation. Lets use the clock. #covid
  188. Innovation Insight – Facts don’t drive innovation. You guess new inventions by logical reasoning. // Per
  189. Machine Learning Idea – Every extra dimension has a intellience potential. Some intelligence that can not be achieved without it. So make W = W(i). Store many weight matrices Wi so you can create a function W(i). Since we only need 4 dimension 5 could be mega intelligence. // Per
  190. Machine Learning Idea – Linear regression of Weight matrix. Simple: Wk = Wk[-2:] W.array = Wk[1]*x+Wk[0]*(1-x) and x = 10
  191. Knowledge is not only data points or facts. You can also learn a function. // Per
  192. #Covid19 tests science – How does eating salt when feeling a little covid19 soar in the throat affect the R0 value. The virus ability to infect another person. Demand tests on home remedies be done. wiki reference // Per
  193. #Covid19 Steam inhalation might not be a cure but it changes the probabilities in the infection process. Considering it is a pandemic even a small percentage will result in many lives saved. Please use salt and steam inhalation.
  194. #COVID19 – Use machine learning to enhance existing treatments. Simulate death by recording the signals (?magnetic noise) when the covid virus dies. So when a new patient takes just a simple salt flake treatment you can enhance it by inserting the death signals into the virus.
  195. Covid 19 idea – Algorithms shape models so they are abstract forces. Assume everything that moves utilizes algorithms since this is the way to create a force. What is the covid19 algorithm? Run its motion through an ML model. Collect joint motions of all viruses in all people.
  196. Raspberry Pi laptop – It does not have to be so complicated. No need to put the raspberry pi under the keyboard. Just use an extra space behind the screen. For rpi and with an optional large powerbank battery. Weeks uptime? // Per @EbenUpton
  197. Computational Universe Biology – Without shaping of numerical problem solving in machine learning we would not have life on this planet. The universe can make some calculations more difficult creating the need to split functions into different objects. Object math.
  198. Building an opensource future – Tripple or dual screen built into a monitor. Buy one monitor and get three screens in one go. Cheaper than a curved mega screen. A dual screen monitor would work with the raspberry pi 4 so make it cheap affordable.
  199. Breaking Idea Covid19 Virus – What if the covid19 virus teleports to it bacteria for when it wants to destroy organs? Assume the corona is for teleportation functions. Much like the sun outer corona is for ?teleportations around the sun of useful atoms. // Per
  200. Car Industry idea – Should car manufacturers have their own chip CPU’s? Maybe cloned AI interferes like spooky momentum in the universe. Different hardware different people.
  201. Machine Learning Battery – Since atoms are math functions. Could a laserprinter inspired device create a laser battery. Laser prints functions for discharge and charge. A one time circuit to be used? // Per
  202. Super Intelligence – Everything that is are atom functions. So I wonder if there exist a function economy on the horizon. Similar bitcoin mining you calculate needed one time universe functions for teleportation, cooling, gravity determinism,…? A perra gazillion economy.
  203. Major Math idea – Recurrent Amplified Difference Like the derivative. By PER LINDHOLM 2020-sep-16. The idea is to Amplify the difference to get the derivate NOT divide by steplength. Wow. Much more accurate. // Per
  204. My Covid19 Prediction – Using some clever techniques. A machine learning covid19 prediction. // Per
  205. My Super Intelligence – Could the strong nucleus forces be a summation of magnetic forces due to electrons in motion. To hold the nucleus together. The electron is so fast around the nucleus that the forces cant be classifed apart from each other. So its the strong force. // Per
  206. Mega Invention – My Ceramic/Clay Fire Heat resistant Turbine Invention – Generate electricity at highest heat difference. // Per
  207. Refugee Heating? – Luke Warm Water Fusion – FIll two water bottles with hot tapwater. Wrap them in aluminum foil! Place them infront of a usb fan. Raised the room temperature to 23C the water radiators was not working at 21C. Wow. Feeling strangly Very relaxed in the chest.//Per
  208. Mega Idea – No tax just a FLAT RATE FEE for different classes businesses. Its hard to predict taxes. Its too hard. Companies could flourish with a flat rate. Make more investement and start new bussinesses. MEGA IDEA. This earth could earn a peta trillion. // Per
  209. Beginner Music Innovation – Software + Hardware keyboard toy like synth powered by a raspberry pi. Built in speakers. Wifi synth for phone control. Wow. Beginner price 40$
  210. Towards ultimate Intelligence Math/Physics – Simulating the world. You only need to describe in human word terms. Ex. magnetic(x) = lightning(x)**2 // Per
  211. Gravity Insight guess – Maybe the Saturnus rings has something to do with gravity on Earth being a gravity dominated planet. Obviously. So gravity and magnetism belongs somehow since its a closed loop that forces the earth in its position. // Per Like magnetism a closed loop ring. Hmm. Sounds like a force is created when electrons pass trough. So maybe this is what the sun does. It shoots fast particles that move the earth. Graviton-magnetism idea that every fast particle has a control field.
  212. Machine Learning Metallurgi – Assume atoms are functions. Then you could train the iron atoms with coal in an add and removal procedure. Add a large amount of coal then remove it. Assume some function still remain. // Per
  213. Machine Learning Idea – Hyper Convolutional Layers. Train a model with ridiculus high settings on conv2D then use it as augmented label data for a bypass lower grade convolution after some middle layers. Wow HyperConvolution // Per
  214. Machine Learning Breakthrough! – Train a large Perceptron like model with convolution bypass. Wow got 99.05% MNIST. 2000,300 size batch 100. To train large matrices use convolution then bypass it. // Per
  215. Super Intelligence Physics – What is the best walk ever. The transistor circuit walk. So the electron in the atom does something similar. It performs calculations mapping out a transistor circuit. // Per
  216. Super Intelligence Physics – Ohm’s temperature function could lead to super low resistance. Measure the resistance, voltage, current and temperature for a circuit. Assume with a u,r,i = model(…) you can lower the temperature of the circuit given variation in the variables.
  217. Bunch of my ideas. Screenshots
  218. Salmonella vs Machine Learning Experiments – Insert an error like salmonella in the process. Classify or train on these inserted errors with a machine learning model(). Run the train model on food line without inserted errors and classify similar risks or problems. // Per
  219. ovid19 Idea – Decision tree learning for cooking a treatment. Boil in several pots. Measure. Mix portions % of each. Decision tree cooking. Create a machine learning robot cooker for this 100+ pots. // Per #COVID19
  220. Revolutionary Machine Learning Physics – What if every facet matter area is a matrix function that calculates the node point movement. So to move something matter has to calculate its new position. Since it also works and is more detailed. Why not this explanation. Mega Wow //Per
  221. Machine Learning Physics – Sun physics – Assume everything in the sun belongs temperatures. So there must exist T = f()*g() force temperature acceleration laws. // Per
  222. Super Intelligence Physics – Gravity – Why has the earth such a big radius. My guess is that its because the correlation coeffient somewhere between -1..1. The error outside that range is another planet interfering with earths matter. To gravity belongs stochastic variables. //Per
  223. Machine Learning Thinking Math – When solving a math problem with an optimizer. That is. With a machine learning model function. You can create a thinking process inbetween the sample feed. Could perhaps give insight into numerical problem solving. // Per
  224. Machine Learning Insight – Adapt to a “fake” loss reduction. The model will adapt to the loss reduction to maintain clearity. // Per
  225. Machine Learning Math guess – Imaginary unit and infinity belongs. Looking at sqrt(x) for x -> -3 I wonder if sqrt(-0.000…1) should approach negative infinity for a four part splitted number with a second_real number approaches neg infinity. To make it look better. // Per
  226. Object Math Idea – Basic operation a*b = c is a classification problem solved by observing a physics simulation of an object with b m/s for a seconds or an object with a m/s for b seconds. So you need 3d space physics to solve ALL classification problems in math extended. //Per
  227. At what acceleration are thoughts? If you can think in many small straight lines you can create many circles in a sphere. Normal to these circles is a virtual line. Here might some classification problem be if the object thinks fast enough. Super position of lines from many rotated circles. I assume all superposition problems belong to quantum mechanics. So gravity could be Quantum Lines ?
  228. Farm innovation – Machine Learning – Insert human errors. Label the recorded sound as human affected mix with sound without human error insert. Train a machine learning model. Run the model on farmland without any inserted errors to find similar errors. // Per
  229. Nothing is random and nothing is constant. You have to get every value correct. Only light is constant? everything is about information but since information increases so must the speed of light. // Per
  230. Human imagination – Numbers with decimals that don’t follow specific rules. They are adapted to the loss value zero target. // Per
  231. Machine Learning Physics Guess – Calculate with matter. If the human body is a magnet then the head is an amplification of the ?north pool. Could this be something. Calculation in a magnetic pool is beneficial to a CPU?
  232. Quantum Mechanics – Pers Paradox – You probably don’t count Particles in quantum mechanics since they are so many. Then how is anything for certain? Or is it certain? – Maybe you calculate with many particles combined to make matrix functions. // Per
  233. Facemask – Use a water spraybottle and try to spray through the facemask. Air through but not water droplets. Another innovation is to boil garlic-salt-water. Let cool and spray on a papertissue. Then when you need to blow your nose you use the garlic+salt+water wet tissue. #mask
  234. Heavy Wifi interference Solved – Kitchen magnet on the usb port on a raspberry pi. So simple it hurts. Magnetism is a reset field. Wow.
  235. Super Important – Pro active Water Shortage rules for the summer. Same as earlier water shortages only better and in time. // Per #water
  236. Super important – Action of Peace – Heatwave relief – Used boiled seasalt+tablesalt+water. Let it cooled. Sprayed in the air. Created clouds that will ?rain some time later. // Per
  237. Machine Learning – Convolutional Model created in colab. Serialized for chainer cpu on a rpi4 2GB 32GB zram Speedup using multiprocessing 2.5 times faster using 4 cores. // Per
  238. Peace Idea – Russia Siberian Rain – You need local siberian salt and local seasalt to stop cloud splitting. Boil the salt in water. Let cool. Spray the saltwater in the air from some elevated position in the solar rays so that selected salt can go up. #forestfire #Siberia // Per
  239. Rain Success – I think it was the cooled boiled local swedish falk_salt+water that did it. Wow. Rain. Its still pretty hot indoors but outdoor its 18C. Perfect. Images from 27, 29 june
  240. Livelihood after covid19 – Idea – IKEA could sell livelihood foodstand equipment. Improve small livehoods. Better hygien better protection against food/water shortages and finnaly covid resistance. // Per
  241. Summer Heat – Too hot weather. Personal cooling with a dishwashing cloth and a bottle of cold water. Place the wet dishwashing cloth directly on the skin. Good to have with you outside. Stay safe stay cool. // Per #heatwave
  242. Major Rain and cloud Discovery – Used two kinds of salt. Sea salt and course salt. Filled a bottle with warm water and sprayed a little outside. Also placed a thermos with salt and hot water outside. It created two kinds of clouds? I think ordinary caurse salt is better for rain.
  243. Super Intelligence – Solving Word Crisis by secondary loss functions – Using chloroquine as a starting medicin researchers get ideas and money to invent a better cure. But you need the first treatments to measure against. The loss function. So for all crisis there is a first loss
  244. Electric generator – A hard drive has a gas in the housing which enables better performance. Thus, gases have rotational velocity phases? Here perhaps one can extract energy by going from one phase to another. Any influx of single molecules from another gas would provide heat.Per
  245. Idea – El generator – Could you stop a rotating disc with a laser. Like a CD player disc. If so what effect would you generate. // Per
  246. Corona Virus Innovation – garlic + salt+water + paper to blow your nose in.
  247. Sonic Pi – Music for when you want to sleep but cant due to phone noise. // Per
  248. Machine Learning Physics – What if water holds the key to forces. Two Entangled hydrogen with obstructing oxygen atom to keep the connection. So forces are conservation of uncertainty. Which hydrogen holds which opposite quantum state. // Per Wow
  249. Education – Computer math literate – Game – Which function plot belongs to which function data. Learn simple classification by looking. // Per
  250. Corona – plus 26 days from 13 of june ? Sweden.
  251. Machine Learning – Testing if raspberry pi 4 can do machine learning calculations from its opengl interface.
  252. Machine Learning Math Revolution? – High frequency has something to do with overcoming determinism obstacles. That’s why things iterate. It can see somehow. // Per
  253. Machine Learning Universe API – Record mathematical events such as changing the target value of an equation. Train a model(). Run the model() on ?quantum noise for real world predictions. // Per
  254. Scratching skin remedy – Spray salt+water on your hands and rub them over the problem area until its dry. Repeat. Just water with salt dissolved. Friction heat activates I guess the salt to deactivate the virus.
  255. Machine Learning Idea – Noise level experiment for data. Made a machine learned experiment. Graph showing noise level in hidden layer. // Per
  256. Corona Virus Idea – Blow your nose in a saltwater wet paper towel. This way the virus does not have time to escape. The nose snot is salty for a reason. Use table salt for your advantage. // Per
  257. Machine Learning – Create a Fourier experiment. Set two random vectors. Smooth the other. Calculate the loss between them when adding a sinus function. (yt-(x-sin(x)))^2->0. Vary the sin with different frequency…
  258. Machine Learning – Action Loss Manipulation – A painting contains initial errors far away from square_error. So change the loss value so it fits a pencil. So loss[i] = (x-x.mean())[i] for a long x vector. // Per testing
  259. Machine Learning Physics Idea – Could light teleport information by creating a copy of the room to which it is going to teleport to. Then the universe updater would as it is optimized make the corresponding change to two rooms. As the rooms have the same classification label. Per
  260. Machine Learning Math – Can a line approximation be an interesting machine learning problem. I mean with a model() function like the brain its not an approximation.
  261. Machine Learning Idea – Future small prediction of the loss. Store loss values as a array then use np.polyfit(…) to get a linear prediction. Use that loss in a two transform prediction. // Per
  262. Python code-blocks from if 1==1: statements. Just as a reminder to myself. import delayed_loss from delayed_loss import * importlib.reload(delayed_loss) // Per
  263. Food Market Idea – Tent with solar panels for refrigeration of fruit and food. Would save the whole world. // Per
  264. Machine Learning – FAT matrix – Increase probability by removing the ability for the model to remove information. Like a universe. From model1() reduce(W2) = W1 and store W2 in larger model2. // Per
  265. Machine Learning Physics – Assume there exist force mathematics. Then by this set of mathematical problems you can extract a force from acceleration, heat, magnetism, light or vibration… Simply by putting a more complex function in the output stream of the atom model() // Per
  266. Machine Learning Physics – Could there exist variable time steps. Since to get to the next state the derivative must be constant under that small dt. So a time step is as long as the derivative is constant in some scenario.”Everything is relative to calculations at 100% accuracy”
  267. I wonder. Would it be possible to create a virus detector from an old type capacitor. The idea is that the virus will jump from one side to the other and a current/voltage drop will be detected. // Per
  268. Uses on y1,y2,y3 = model(X) loss = mse(mean(y1),1) loss += mse(mean(y2),2) loss +=mse(mean(y3),3) 3006^2 + 4008^2 = 5010^2 = 25100100
  269. Super Intelligence Math – Dual math belong to inconsistant math. If a = b for t->inf but if t>inf a != b
  270. Speed Of light – Speed is position iteration from start to target. With a loss function that goes to zero at the target. There could therefore exist superiteration or super speeds over lightspeed. The reason for limit of light speed for mass could be all the extra hidden variables all over ?must also iterate faster. // Per
  271. Rain Innovation – To generate rain clouds. To make it rain at a location. Try spraying dissolved salt in ?hot water from a spray bottle in the air. This is not cloud seeding. Salt needs to have combined with hot water. I think it has to do with freshwater must not contain virus/bacteria so the water model will take advantage of salt being against viruses. // Per
  272. Corona Virus – Develop a Double Effect Cure? – Steam Therapy from a boil of water+salt+citrus and some much simpler vaccine. Double effect cure.
  273. Universe – How it all works – guess – There need to be loss functions all over the place for functions to adapt its parameters to. Everywhere. So water and empty space could if the know enough simulate causality and loss functions for every other process. // Per
  274. Corona Food Crisis – Could you keep food fresh with CPU processing calculations? Iterating the cool temperature with a machine learning model() should hold food fresh for much MUCH longer? Loss function is food gone bad so its simple. // Per
  275. Machine Learning Uncertainty – delta learning rate * delta recall memory > zero . Recall many samples by running many or all samples in small transform form. Like crop of the samples. This is how you remember. First you train on full samples then on just the cheat sheets but a lot of them. Keeping batchsize data as before. // Per
  276. Physics – Heisenberg uncertainty rewritten to kinetic and potential uncertainty delta_ke*delta_pe>value gives for light with high velocity high delta_ke and lowest delta_pe associated with zero mass. // Per
  277. Machine Learning Battery idea – What if ion distance is a non linear function? Space expands around the ions non linearly depending on what the model or atoms it contains. So certain atom are in charge of space expansion? Check the outer border of space of such atoms // Per
  278. Machine Learning Physics – Existance could be a training accuracy in time. Reverse training and the object ceases to exist. // Per
  279. Machine Learning Math – Functions – Math can solve certain kinds of truths. But why not all truths? What if a mathematical function would output text and numbers. // Per
  280. Machine Learning Physics guess – Predict the Heisenberg uncertainty and extract energy from the conservation of the uncertainty by calculating the ?migrating fly around bird formation algorithm.
  281. Desalination Innovation guess – Large flywheels belong to steam engines. Made them super efficient. So why not use large flywheels as a way to model the energy function. Physics laser model. Separate saltwater into smaller easier parts. #Thailand #Desalination // Per
  282. Make Earth’s surface more reflective – No. If you heat space. The nearest star the sun will have a hard time with its processes. Residual space. It needs space to be free of extra disturbances. Creating a counter productive situation.
  283. Energy generation guess – Predict the electron position and velocity for one instance in time and it moves. This ?is how you generate/get energy. Use computing power to predict a number of electrons. Get them to move in some magnetic field generating electrical power.Per Lindholm
  284. Good Covid19 remedy from facebook #covid #remedy. Steam with water+salt+ginger
  285. Corona Virus innovation – MOOC courses or Youtube tutorials in home remedy treatments. Could save tons of money and many lives. #corona #savelives
  286. Slum Innovation – Corona Virus Crisis – Lower price on fuel for cooking during the corona crisis. So you can inhale some steam made from citrus+water+salt. Fight covid19. Distribute boilers and fuel. Best measure ever. // Per #India
  287. Invention – Future Radiator – Christmas tree lights inspired wire of many low voltage resistors. Could be wrapped around anything for extra heat. super WOW!!! invention by Per Lindholm 2020-apr-14 21:59
  288. Mega Major Machine Learning Battery Innovation – Other energies – guess – The reason for electron can do work is computational work by the atom core or ion. It I guess calculates the electron position and velocity. Something along with Heisenbergs uncertainty. So the only requirement for energy is two pieces where one calculates the uncertainty of the other. Other energies are possible. Mega important discovery if true.
  289. Forest Fire – Can cooling energy alone put out a fire? Test what happens if you cool air to -24C and blow it at some velocity over a fire. I have not tried it. But if it works. Stand alone fire fighting drones with new batteries could wipe out fires? Add a little water and you Mr freeze the fire.
  290. Major Idea – Forest Transplants – Bring the soil. Regrow the desert. Australia outback. Assume everything can be transplanted. Farmland transplants. Create a new world. No hunger. // Per
  291. Machine Learning Physics – How does light learn? Since you get many light photons I suspect its light cell division learning.
  292. Mars – Guess – Light as a model takes ?billions of years to train for life. There is no life on mars for a reason. All the suns processing power is needed for earth. We will be kicked out of our own planet. // Per
  293. The first Taste Device – I wonder if since pepper tastes and you get a hot feeling that the tung miss classifies pepper as heat. Then you only need to adapt a model so that it detects miss classifications triggers in chemicals. For instance in water. // Per
  294. Machine Learning model classification – Like an atom is hard so is the first kind of deep machine learning model. Its hard coded so it does not reach more than 97%. Flexibility belongs to probability so here is a potential model upgrade. // Per
  295. Rainmaking – Is there a connection between rain and salt? Every animal, insekt, plant needs a little salt. Its their immunesystem I guess. I sprayed a little salt in the air with a water+salt spraybottle. New flowers, more rain. // Per
  296. Machine Learning Desalination – guess – Evaporation Energy is heat energy that is adapted for evaporation. An adapted electric heat pump the energy from this might work for evaporation. Similar for pressure stone pressure energy is better than metal? // Per
  297. Peace Idea – Use machine learning to simulate trading constructs in the all regions. Predict growth? Advice politics on how to make money. Lots of money.
  298. Official Home Remedy Videos – Could Save Us Trillions? Steam videos for corona mucus.
  299. Corona Virus Killer guess – Salt knows water uncertainty. Therefor it can calculate anything in water. Uncertainty is a machine learning model() property like a natural law that must be kept from water itself. // Per
  300. Machine Learning Breakthrough Insight – Use many raspberry pi cpu’s as units in the model. Measure heat on each cpu. Find new way to think about physics and machine learning. Wow! // Per
  301. Corona Virus ordinary Plain Water Steam Treatment – After using steam from water+salt I use ordinary plain water steam and hot water for restoring the lungs to a calm feeling state. I think you need plain steam and hot water to drive out saltresiduals.
  302. Intelligence Updater – Could there exist a projector that projects images like MNIST but for construction, CPU’s with different projected weight matrix patterns. A virtual CPU in physics form. // Per
  303. Corona Virus Updates idea – Looking at RNA chains I realize that since every sequence is repeated. It resembles a WIFI antenna that has a part repeated some distance apart. So RNA is an abstract antenna. It has radio properties. So virus updates comes from quantum radio. // Per
  304. Peace Idea – Be kind to your fellow country in times of the corona virus it will have a lasting global effect.
  305. Machine Learning Physics – Guess – Why turbulence – The sun needs to know every transform there exist to be able to make new matter. Therefor there is turbulence on the surface as to evaluate these transforms. // Per
  306. Smart. A massive drive for employment, business and innovation. Look beyond corona to rebuild? If its possible to calculate everything about hydrogen I speculate then its possible to reclassify it into pure energy without so much big stuff. That’s a mega trillion dollar idea.
  307. Freewill truth is higher than single only one left truth. Since it can contain errors and still be the truth.
  308. Corona Virus – Feeling the lungs? No need to panic. Clean your mouth with water. Then spit pretty clean saliva into a cup of boil hot water. Mix together with a spoon. Drink. Lungs will feel wonderful after a while. I cleared earlier lung problems with this method. //Per
  309. Machine Learning – Test what non even distributed errors or a non approximation optimization could do for model() training. Free will model training. Some values in the prediction is 100% right some are 100%wrong in regression style 0..1
  310. Ultra Lung home treatment – First boil plain water+clear saliva. Your own saliva. Drink. Keep 10%. Boil some more plain water. Fill the cup with 10% remaining. The mix will train to find the error in their problem solving. #coronavirus #lungs
  311. Machine Learning Idea – Press down the optimization increase generalization. Induce Max error at batch = 100 and Min error at batch = 1000 // Per
  312. Viruses belong to the possibility that exist for updates when our earth magnetic field is not working? Check the magnetic field boundaries for update flip flop possibility.
  313. Stop Corona Virus Updates – Put Kitchenmagnets in ice or on ice in the freezer. Simulate north pole. Withdraw energy from magnetic update information. #Corona
  314. Machine Learning Physics – Higher than space – Assume the universe is constructed by engineers. What is needed for the imaginative layer or plane to exist? What is the fastest way to construct it. A machine learning intelligence mirror? Mirror intelligence get something else.
  315. Water scarcity innovation – Water teleportation in natural process so it does not leave earth wandering about in the atmosphere. Flip gravity locally and water escapes. //Per
  316. Super Intelligence – What does an algorithm look like. Sorting might be a little forward and backwards. So when ever you see a ?zig-zag pattern in water its a kind of a universe sort algorithm at work // Per
  317. Deep – Energy is like bitcoin encrypted information. Both is needed. That’s why you cant create energy. It needs to be a certain encryption. // Per
  318. Slum to rich innovation Idea – Build tiny house community hospital. Cheap rent. More money for staff and equipment. Educate staff in the medical tech. Maybe also a nature medicine type hospital for when there is no vaccine or antibiotics available. #Slum #innovation
  319. Education Innovation – Writing Tablet HTML5 apps could create a revolution in education. Let AI/ML help handwritten assignments. In math, physics, engineering,… A 20dollar writing tablet? Connect usb something to the phone or computer or ipad.
  320. Asteroid Defense – Matter could possibly be programmed to belong to another planet or galaxy. So code a random class galaxy into matter and use it on an incoming object to ?teleport it there.
  321. Machine Learning Insight – Choose The Least Easy Predictable – Made another type of selector. Three models. The first tries to predict the same value as the other two. The largest Error selects the model value to choose. So its based on largest error not lowest.
  322. Corona Virus Idea – Heat treatment – Use a heat fan on the chest, boil water+saliva to get heat into clean saliva that sticks to the pathways. Boil salt+water and just only take some breaths of the vapor. These are my three tips.
  323. AR innovation – Learn how to act with all you want Augmented Reality costumes. Earn a living making sketches?
  324. Machine Learning Physics – Gravity – Matter needs a ground acceleration loss function to be accurate that is gravity. Since acceleration is a model it can handle more than algorithms. So a earth loss function is always tested. Gravity is not a just force its a loss function //Per
  325. Why Freewill – You need intelligence aka freewill to question heritage and environment // Per
  326. Rent To Buy google type strategy – Rebuild South, Latin America. Africa with rent to buy businesses. The idea is not to get world dominance but to create future business partners. Wealth extravagansa. // Per
  327. Business Innovation – Manufacturing Idea – Small scale toy model with human as the operator to control a robot on a large scale car/plane/ship. Much faster? For rent to buy businesses. Like putting together lego and a robot assembles a large scale version.
  328. Machine Learning Guess – Take a sample shape from a large set of shapes. Measure something from inside and from outside feed the out and in data to a machine learning model(). Classify or predict the shape used using magnetic noise. Kicking the corona Virus shape updates?.
  329. Virus Solution – Everyone throws stuff in the ocean. The ocean can handle it. So simulate an ocean in a pot with sand and warm salt+water. Then throw in a snot paper. You can feel it sucking the nose dry. Wow. Do it and survive. I placed the snot paper in the bottom of the pot. // Per
  330. Machine Learning – To remove matter that does not belong. See if some rock the asteroid is initial water transformable. Use salt. // Per
  331. Corona Virus Logic – Could coalescence be of importance? Particle models come together for machine learning thought instances. To work out its strategy, methods. Stop virus coalesence // Per
  332. Guess Work Intelligence – Write sentences openly. So that they resemble smart directions when optimizing against many targets. That is. When reading them again you invent some new theory. // Per
  333. Corona Virus Achilles Heals – A self going virus must have ?10+ things to function. Iterate, gather data, predict, store memory,… All those things can be disrupted. // Per
  334. Machine Learning Physics – Since weight matrices are constant. Constant looking mass could have patterns that can perform AI computation. Wow. So simple. We must have been mislead.
  335. Machine Learning Involuntary reset – Models() must be able to reset themselves?But do so in a random way. So a SR-latch comes to mind. Better smart memory retention? Do not loose the params learned is the aim.
  336. Dark Energy Guess – Could dark energy be machine learning energy. The classification energy required for all predictions. Seems in light of machine learning like a good guess. Render in blender 2.79 rpi4. Notice the classification boundaries around the stars. // Per
  337. Corona Virus Data guess – Could this be Anchor Points? Super thin oily film on the paper. Could be how every virus could attach to the body? Collect coordinates of these circles to get a initial boundary condition for a virus differential equation? // Per
  338. Corona Virus ?Detection Guess -I poured some turmeric powder over a paper.Turmeric belong to natural treatments. It stuck to the paper in places I haven’t touched in circles. Could be a way to trace viruses. Places a paper over the surface hit with turmeric. Classify the pattern.
  339. If lung problems I wonder if you can correct miss classifications by placing a saltwater wet dish-washing cloth over the chest. Then blow hot air to energize. Hairdryer?
  340. Corona Virus Innovation – autonomous Disinfectant Boxes. Put everywhere people go. Chase the virus with ? salt spray. Disinfection built into society. Easy. Cheap. Refill. // Per #coronavirussweden #Corona
  341. Battery Innovation – Inspired by protein structures of amino acids. Acid battery could belong. Then the electrolyte is then water and point acids. A digital electrolyte could inspire new ultimate batteries. Wow a super genius moment. // Per
  342. Electric Car Revolution – Based the cheap rent of AMI one. If the down payment could be in range of a mobile phone. Then the revolution would be outrageous. Business idea – Restored used electric cars with unsure second value could be rented out. WOW trillion dollar idea. // Per
  343. Water Science Guess – If we get too much water scarcity here on earth. Shoot some salt to other planets in the solar system. See if there is any water belonging to earth.
  344. Corona Virus Idea – Lung problems – Use a paper to create a cone. Use the cone to take deep breaths of some boiling water vapor.I used salt in the boiling water since viruses does not like salt.A Thermos with boiled salt water could also work. Scissor cut of the top. Life saving.
  345. Machine Learning Physics Idea – If d³y/dt³ does not exist. Then its blocked by determinism. Determinism could then be a machine learning model(t,y) function. To cancel the higher derivatives out. Maybe the model() is a gravity() function // Per
  346. Gravity handling the internal particle planet system. Using deterministic filters for generating forces I guess.
  347. Forest Fire Fighting speculation – Strategy – Extend the effect of water. Recurrent destructive model data. Assume fire is a like machine learning model. Collect data from affected fires by water. Then feed the rest of the fire with a model() function of that data. Extend H20 //Per
  348. Corona Virus Speculation – If the virus is a model() function. Maybe its possible to kill with recurrent information? Resonance frequencies. Get data when the virus is affected. Say boiled saltwater. Feed the virus with a model2 function of that data. // Per
  349. Numpy Math – Made a simple yet ?very powerful diff eq solver using matchvalue pairing to a generated linspace list. Showing Van der Pool with forced oscillation – wikipedia https://en.wikipedia.org/wiki/Van_der_Pol_oscillator // Per Lindholm
  350. My Numpy Math – the van der Pol system. Non linear using my match value method. Amazing. Just an amazing curve. // Per
  351. Tesla is years ahead? Strategy. Competitors could take advantage of opensource. Its winning strategy. Engage engineers worldwide. Opensource cars? If people can make money from them. They will win.Would it be possible to add custom open source cars to the mix. The strategy is to have 10000 flavors of distro cars. Like having ubuntu, manjaro, raspbian, debian,.. as base classes. But different companies can modify it for their flavor.
  352. Asteroid Idea – Where does the asteroid get its energy from? From the Touring Halting problem? Put the stop energy in an innocent “for loop” and it becomes while True: So my guess is you have to use the fastest quantum computer to insert stop energy in the iteration loop. // Per
  353. Smaller Than Every Genius Put Together – My theory of the smallest. Particles smaller than quantum would look as if they stood still. Since they are so small that moving at any speed still would not amount any significant distance. // Per I amounts to a paradox. Which means it amounts to a machine learning model function. The distance traveled is a function of many input data. Basically feed the problem into an A.I and see what model pops out.
  354. IDea – Could this virus attack in large formations. Thats a bad case of Napoleon strategy. So make the medicin so that it does not create many tiny spots. Cut your losses easily.
  355. Theory of every Virus – Guess – Could viruses in general be using the «achilles heel of water». To keep cells alive even if they got some error. Water removes the error creating a entrance hole in the cell. I wonder if the error has to do with oxidants. Even cancer? // Per
  356. Virus Personal Treatment Idea – Extend the stomach. Boil fresh water with just a little of your own saliva. Just a little. Boil a while. Drink a little of the boil with your favorite tee. For the anti oxidants and water supervised saliva treatment. // Per
  357. Machine Learning Insight – The model ?should be constructed as if it seemed like it was expanding from the optimizers viewpoint but is a fixed size from the beginning. A Simulated Expansion Model.
  358. Experiment – Measured the magnetic field Bx,By,Bz and classified with 85% success if the sample had a snotpaper in it wrapped in aluminum foil while boiling both in saltwater. X2,X3 = model2(yt+model3(rnd)) y = model(X*X2+X3) y2 = model(X) where X2->1 and X3->0
  359. Corona Virus Idea – Cut your own handkerchief 100% cotton from a kitchen towel. Use as toilet paper for blowing your nose snot. Boil later in saltwater. Keep it with you in a freeze plastic bag moist with a little saltwater. Feel refreshed. Less virus iterations. // Per
  360. Snot Test Update – Machine Learning Guide Answer + random search example – Predicted if magnetic data came from saltwater boil with aluminum foil wrap or an aluminum foil wrap around snot paper. Accuracy 17000 iterations 65% (Raspberry Pi 4 used). Did a mean reduction of data for overlap.
  361. Toilet Paper replacement – Cut your own 100% cotten hankerchief. Boil in saltwater. Rinse in cold fresh water when done. Only 100% cotton. For reuse. Boiling is in saltwater is the one thing viruses hate. // Per
  362. UPdate: Idea Starter – Did a machine learning model to detect something about a virus from signals from magnetic fields. Can you classify a persons snot tissue under different magnetic fields. With and without boiling in saltwater. 73% accuracy phone data csv
  363. Idea – Do a machine learning model to detect something about the corona virus from signals from magnetic fields (max,max-constant) mapped to (1,0). Can you classify a persons snot tissue under different magnetic fields. With and without boiling saltwater.
  364. Desalination Science Guess-My idea is to monitor the noise from quantum computing when boiling saltwater. Use that as label=1 and fresh non desalinated water as label=0. Learn that random flip to get a machine learning model. Then use that model to classify desalinated water 0..1
  365. Machine learning – Space Determinism – Assume it depends on the distance to the parameter calculation source. The sun determines the determinism for our solar system. As the relationship between the suns core and the outer surface. Since the outer surface is locked in movement.
  366. Maybe I can solve the virus problem a little. Keep a sealed thermos with boiled hot saltwater at all times. Then put the snot paper in the thermos. It will keep virus from iterating. Guess
  367. Virus – Electricity tastes from a 9V battery a little salty. Salt has to do with viruses I think. You can create randomness with even small electric voltages. So this might be a way to probe the virus. A medical that has an electric component that changes ?randomly to avoid detection?
  368. Virus Treatment – Heat Fan to the stomach – Work as a team with your body parts. If a heat fan to the stomach relieves early symptoms use it. The stomach/chest is holding out for your help. Heat fan treatment.
  369. Corona Virus Idea – Could the virus be put through a particle accelerator? Smash it and find out exactly how it works? Use known viruses which you know how they work and label the ?break pattern as target. Smash the corona virus and get an prediction of mechanism from its pattern?
  370. Virus Idea – Mouth masks seem to in demand. So why not develop a mask that can be boiled in saltwater. So they last through out the critical period.
  371. Supervised Virus Treatment – Boil salt and water together with toilet paper with some of your nose snot in. The idea is that water will learn what virus it is and instruct the salt residuals in the vapor to kill it. // Per
  372. Mega Battery Idea – Transparent surface battery. Photochemistry activation and adaptation with laser like a CDRW recorder. Exact control enables lots of energy storage? // Per
  373. Mega Battery idea – Fully connected battery. Extra connections between three batteries. Inspired by a simple multilayer perceptron machine learning model. To be able to better calculate its ion causality the battery needs more connections. // Per
  374. Machine Learning Aided Coding – Can programming code generate feelings. If so then it could be used to mitigate bugs? Learn supervised bugs then express the label with a feeling face?
  375. Machine Learning Physics Guess – Could magnetic fields be filled with quantum particles. A way to create a fully connected network. Directed north south in a loop iteration. Calculating everything the forces should be able to do? // Per
  376. Series Generator Invention? Guess – Connect electric generators in series with loosely connected magnetic gears? // Per
  377. Vertical take off Airplane Invention – Connect electric motors in series with loosely connected magnetic gears. The idea is to use magnetic forces to bypass one revolution if not in perfect sync? More adaptability means you can connect in series. Much more effective for the power
  378. Machine Learning Math – Given pressure all problems can be solved. Now how to implement that guess in ML. // Per
  379. Water Science guess – Water molecules are anything but simple. Its needs to know and predict all logic so it does not disturb anything in the brain.
  380. Forest fire – Fire Fighting Competitions. Shortest amount of time to put out a forest fire. Its an engineering problem that needs new ideas.
  381. Forest Fire Prevention – Large Self going Water spreader could perhaps aid forest/bush fires. How many water spreaders would you need for a km wide target?
  382. Idea – Stand by me movie with Syrian refugee kids
  383. Grid idea -Could ?unaccounted for grid energy losses be mitigated with irreversible filters. An electric generator connected an electric motor. The idea is that everything with electricity must be used to make the grid better. Battery, transformer, flywheel, motor, generators.
  384. It could be that model2 are life organism with freshwater and saltwater looks at the complexity required for perfect freshwater. Not all water is the same is my guess.
  385. Water Desalination Idea – If freshwater is the target. Then it ?must have an information signature that separates it from saltwater. For water itself to solve the problem of producing freshwater from the sea. «Freshwater information» // Per
  386. Changed my Rpi4 today. Maybe it has a power issue, some undervoltage. With a official power adapter though. Disconnected the usb ssd to make sure and it still runs. Please hardware update the adapter. 300MB/s from SSD usb3 is pretty good to leave out. Manjaro rocks barryboot.
  387. Looking at possibilities. Seriel dependent information could be energy and mass is then parallel energy. If you got information that has to be unraveled in a certain order then it can perform work. Thats is my guess. // Per
  388. Philippines Idea – I liked the collect trash for rice idea so I wonder if a collect trash for a raspberry pi 2, 3 or 4 could work. The idea is to teach office. Here Libreoffice. Write text documents and export to pdf cv, presentations, excel sheets. Basic computer knowledge. /Per
  389. Invention – DLSR Camera addon for the Raspberry Pi? Innovate the camera space with a computer and linux. For proffesional photographers. // Per
  390. Super Wikipedia Idea – Use machine learning to pair a problem with wikipedia links to articles relevant to that image or text. Something very useful. Wow // Per
  391. Like super conducting cables. Maybe they dont exist for constant or sinwave voltages. It has to be the right voltage at the right time.
  392. Mega Machine Learning Physics – Circle Stochastic Voltages. Inspired by ML iteration. See what inventions can be made from voltages taken from a random set. Ex. np.random.choice([0,1,2,3,…,12]) and repeat that for the duration. // Per
  393. Machine learning physics speculation – Can work be split into motion work and thought work. Guess based on that we need to think while we train. So efficiency or heat reduction is possible if material thinking got easier. Light, pressure, heat, vibration, forces. Easy for a brain
  394. Machine Learning progress – Superstable error correction. x = F.relu(self.l0(x)) x = F.relu(self.l1(x)) x = (self.l2(x)) c0 = F.relu(self.l3(x)) #corrections? By Per Lindholm c1 = F.relu(self.l4(x)) c2 = (self.l5(x)) return x,c0,c1,c2 F.mse(c0-yt,F.squared_error(c0,yt))
  395. Machine Learning progress – Last layer is the prediction of the loss. As predictions are easy when loss is constant zero. It helps as an extra loss function. Last layer is the predicted loss. // Per
  396. Machine Learning Insight – Input to label holds no visible logic to the model. Its kinda like presenting accurate guesses. Why not add logic to the labels. Like watching someone perform something to a result. Video labels.
  397. Association Intelligence – Could nano material structures enable heat-radio? Radio is communication so is heat in a way.
  398. Artistic Intelligence – What inventions could exist from painting with heat. Steer ions and electrons? // Per
  399. Electric Car Battery Guess – Efficiency is the same thing as machine learning model accuracy. There must exist generalized efficiency. // Per
  400. Thanks Eben – Seamless move No os reinstallation between rp3 and rp4. Using barryboot 2.0 for rp4. Just attached the usb ssd with an installed MATE.
  401. Mega Peace Idea – Train on a wheel with breaks based rail sytem. Replace railway cheaply! Put railway anywhere you like with wheels on. Mega Peace Projects. Puts the breaks on peace. Make it permanent. // Per
  402. Machine Learning Math – Multi Loss function selection based on the most interesting results. Select only those loss functions that makes an interesting result. Testing…
  403. Machine Learning Intelligence – Intelligence is capturing all the possibitilites in programmatic mathematics. // Per
  404. Incredibal calculation? Predicted gravity from solar planet distances – Using an augmented classification helper. X = X + model2(yt) loss = F.mean_squared_error(y,yt) loss += F.mean_squared_error(model2(yt),model2(yt)*0) Then model2(yt) is not used in the prediction test. // Per
  405. Could increased heat mean that the material want to randomize the quantum residuals even more. Help the material by blowing turbulent air?
  406. Battery Innovation – Could there exist an adapted material as the spacer in a battery pack. Batteries emit heat so there are ?quantum residuals going with it. How do you chanel those so the next battery is not suffacated. Blow air around the batteries?
  407. Could you put fire proof sensors in the fire to get a xray like data of the various gas levels? A forest fire black box recorder?
  408. Probabalistic fire extinguisher – Forest/Bush fire and Water Science – If we assume everything is machine learned causal. Get detailed image maps of water effect on temperature, gases levels. Images that machine learning scientist could use to derive a water put out fire model.
  409. Water Science – If we assume everything is causal. Detailed image maps of temperature, gases levels. Water targets. Its behavior in water etc. Could reveal howto stop those fires.
  410. Important – Forest Fire Science – Record the Forest/Bush Fires for machine learning science we can develop Super Fast Measures for fighting those big fires. // Per
  411. Invention – The washer keep breaking. Gives me an idea. Clothing Washer without moving parts. Like a dishwasher. // Per
  412. Machine Learning Incrimental Progress – using F.arcsin((F.normalize(self.l1(x)**2-1))) for activation works better than expected. Over 98.3% on MNIST MLP. // Per
  413. Compression Idea – Lossy (JPG) compressed HTML or text files and AI or machine learning to error correct the uncompressed text. Wow // Per
  414. Education Innovation – Blaming the school system is a long futile wait? There should exist an open source community that makes online school courses in mathematics. A wordpress site could cost as little as 2 dollars a month.
  415. Idea – Since everything must be classifiable. Defects could be uniqueness givers . Like an adress? // Per ‘Detours’ might lead to better batteries https://futurity.org/batteries-defects-lithium-ions-2244392/ via @FuturityNews
  416. Math Innovation Idea – Differentiated pow(x,a). Why assume that all factors are exactly the same. x**2 = x0*x1, x**3=x0*x1*x2. In machine learning math you could generate a new value from a model.
  417. Super Idea – Freeze water to heat the house and buildings. Capture the heat from the efficency loss. Save water save the world. Buy standing freezers and ?put a fan on the backside to the heat spreader. Fill it with desalinated water bottles or plain. Water heat pump for the win!
  418. Super Idea – Freeze water to heat the house and buildings. Capture the heat from the efficency loss. Save water save the world. // Per lets do this
  419. Home Experiment – Guess. With less arctic ice the water should freeze at a slower speed. Maybe the freezing water gets quantum residuals teleportated that causes heat and a longer freezing time. Put water in cocacola bottle in the freezer and measure the time all over the world.
  420. Rain + Frozen RO Desalinated Water Israel Innovation Guess – Freeze the desalinated water after RO desalination. Ocean Water needs ice and will repay the effort with rain. Its that simple. #Israel Freeze the desalinated water. ?Outside containers. Teleportation of residuals.
  421. Desalination Taste Test – Do a taste test between two bottles of desalinated water. One that you have froozen for 2 weeks and one plain. Which one tastes better. Freezing desalinated water ?should be part of the desalination process. The end process. // Per
  422. Bitcoin Innovation – Energy Recovery? Air Heat Flow Turbine and generator for bitcoin mining energy recovery. Use the bitcoin energy problem for something good. Inventions for energy CPU efficiency. // Per
  423. Business Innovation – Rent out Tiny House On Wheels Business Center. Hair saloons. Philipino Food Markets. Money Ria Exchange. Tiny Dollar Store! //Per
  424. Maker Idea – Raspberry Pi Prebuilt «Offline Video Training»/ Education – Add a touch screen to the rpi and fill it with educational good to know videos for people not familiar with internet. Wow // Per
  425. Machine Learning Physics Guess – Without empty space. Left for the mass would be to gravitate. So I wonder if empty space is made with gravitation. At least gravity and empty space belong to each other. // Per
  426. So thinner empty space by bending it like a beam would generate gravity on the upper side and ?less on the under side.
  427. Heat Optimized Charging the phone – Set of probables would suggest using a fan when the phone heats up during charging. Parallel connecting a usb fan to the usb hub and cooling the phone during charging would align the ions with the heat. Wow heat optimization. // Per
  428. Solar Panel Innovation – Shutter size solar panels as Glass Window external shutters. // Per
  429. Water Innovation Guess – Could there exist a de-evaporator for keeping water in the soil? To prevent water from evaporating is not the same as condensation. Its a prevention device. Before evaporation takes place. Could this be done?
  430. Machine Leaning Math – Can gauss matrix elimination be any different? Testing non linear profiles. From straight to curvy lines should be more general. Tested with a mask for the curved profile. Solved it with 300×300 matrix outer circle.
  431. Machine Learning Physics – Say transfer learning is possible between two atoms. This would mean its the electrons and their layers that have the learned knowledge. Similar to machine learning layer optimizations. So machine learning physics is empty space and electron learning.
  432. Save Australia Innovation – Artifical River Green house pipes. To make desalinated water from seawater. Windowed pipes for solar heating and desalination extraction. Maybe not this large though but you get the idea.
  433. Ice Stupa of pet bottles. Can help water problem of diminishing natural freeze points. More rain in the summer? Less water shortage is an important guess. Ice tower of frozen water ice bottles. Simple idea make use of millions of bottles. Wow My best Idea Ever. // Per Lindholm
  434. Machine Learning Physics – Travel by the speed of light? Changing the classification output of a ?sheet of metal so that it follows redshift and blueshift on either side. I think you can surf the light universe logic. Image wikipedia // Per
  435. Affordable housing – Could Apartment Rent be kept down by paying in bitcoin?
  436. Create skilled Rohingya Refugee carpenters Export tiny houses that can server as small hotells, office spaces, homes, cafe’s. Its a trillion dollar idea. Take the chance.
  437. Machine Learning Math – Control functions. For instance reverse + to – or multiplication to divsion as a learnable function. Maybe a programmable function could do this. Have the algorithm code as an argument to the function itself. So f(a,b,c) = a+b*c becomes f(a,b,c,+,*) // Per
  438. Climate Survival – Drip Pipe irregation the Forest With Desalinated Water. Solar Powered? Cheap and effective? #Israel we need your help
  439. Radical Climate Change Innovation 2 – Machine Learning – Write in detail existing inventions in text strings. Exactly what you see. Then innovate by changing the text. Much simpler.
  440. Machine learning Physics – Heat Teleportation – Aurora light ?probably is for heat teleportation. Its in the non problem axis. The north and the south. So it does not hit any planets in the solar system. Learn the Aurora with machine learning model and save the Planet wiki image
  441. Spiral galaxy is heat teleportation ( large distances ) going outwards to ever further away mass.
  442. Super Homeless Strategy – Donate a business. Its a simple idea. Teach a man to fish and he … Here you teach a group of homeless a donated business. Tiny home rental bitcoin service? Café etc. So Business Donation is the key idea. // Per
  443. Water Treatement Guess – Since cold water tastes fresh maybe salt residuals get teleported away when the desalinated water is ice. Worth a taste check // Per
  444. Water Treatement Guess – Since cold water tastes fresh maybe salt residuals get teleported away when the desalinated water is in ice form. So freeze desalinated water bottles for better taste and body health // Per
  445. Desalination Idea – Since desalination RO are tubes is it possible there exist focused desalination?
  446. Atom Physics Machine Learning Computing – Adapt input light so that when sampling the output light noise in a reflection setup. It solves a problem. Then adapt so model for the input light problem can solve the test set of problems with correct answer. All is supervised learning.
  447. Similarity Sampling and Iteration – Wow this method of mine works very well. You pick a random index vector and then select from X_train almost identical sampels to train with in a repeated iteration. Got 98.6% MLP
  448. Breakthrough Machine Learning – Generalizing loss. Transform the loss 0..1 with a model2 the loss of model1. So if the loss oscilates wildy the generalizing loss dont. Its confined between around 0..1. Can the iterate with the same input for 100000 times without degrading. IDea and method by Per Lindholm
  449. The Halting Problem – You can also learn if the function is going to converge or not. By random choice selecting between at=loss for converge = 1 and at= np.random()*loss for converge = 0 Then a model2 learns the converge label. Voila I guess the Halting problem is solved?
  450. Machine Learning Idea – There are alot of zeros in machine learning target. So what if you can make patterns in the zeros. Assume some kind of zeroToSmallValue Pattern is beneficial to the classification. // Per
  451. Machine Learning – Generalizing Idea – Sometimes convolutions produce shadows. Shadows from different objects can appear the same. I think you also get generalization from ||derivative similarity||. With a some small number of value similarities. // Per
  452. Safe Affordable Life – Innovation – Wash Your Clothes Securely at the workplace. #Africa #Sweden #US
  453. Electric Airplane Energy Strategy – Since electric motors and battery are good at acceleration. Could a strategy be to accelerate faster the plane for longer periods of time. Accelerate – glide – accelerate? for electric Cargo Planes?
  454. ?Lindholm Convolution – Inspired by random shape images. I wondered what x belong to an image which pixels colors are assumed to be random. cumsum(x-mean(x)) = image. I think I found a convolution style. // Per
  455. Association Intelligence – Random numbers has something to do with shapes and figures. Since you sometimes (randomly) can recognize shapes from a set of random numbers. ||Organic shapes are so difficult that they are adapted towards random numbers||. superWow! // Per
  456. Math Idea – Looking at Schrödingers equation. Every topic in math should be able to exist in a differential equation. Geometric diff. eq. Statistic diff. eq. Algebraic diff. eq. Programatic diff. eq. ?Analytic diff. eq.
  457. Remember Einstein: He made classification problems. Cold fusion could be a property light emission problem. Put a different atom layer between two equal atom layers. That’s enough for a classification problem//P
  458. Machine Learning Physics – Guess – Continuity Fusion? – I assume there exist a property effect when you got three layers with another atom type in between. Apply energy and does not want to interfere with the light emission. Otherwise a classification problem. -> Property fusion.
  459. Machine Learning Physics Guess – With Quantum Loss functions maybe there are also Quantum Fusion. Since there is so much energy. A smart way would be to extract energy on a small scale. Quantum Fusion could be similar to glow plugs I guess.
  460. Purpose of Materials give Innovation Clues – Guess – I wonder. If you know what the planet and ocean uses the material for. Could this information provide clues where we could use this material. By viewing the materials or atoms contact history. (in water?) // Per
  461. Machine Learning Physics – Materials are models() and as such they could store knowledge in the form of loss functions. An advanced universe will have figured out how to store a lot of loss functions without losing information. Oil, water, wood, rocks, air.. all carry information
  462. Simulating 77 with a list of target data points and a model in between. Difference between absolute error and squared. Both are ?not suitable for diff eq. Maybe a diff eq is a perticular loss function diffloss.
  463. Machine Learning Engineering – There is another way to think of the world other than in differential equations. Using a x = model([1,0]) as the position. You only need a list of targets a list of xt values. Then when the first target is met you change to target two.
  464. Machine Learning Physics Guess – Could 1/(x+273.15) for x in Celsius degrees exist in some physics equation since you cant go lower than the absolute limit. There must then exist a singular equation with the temperature. // Per
  465. Car Innovation Idea – Instead of making small animations or still images of the style of car. Recognize which movie they would fit into and make something of that. That is Machine Learning deep fake replace cars in movies to see which style fits in.
  466. Car Innovation Idea – Inspired by Tesla CyberTruck should brands have their own Fantasy, Science Fiction Style Cars? I mean its electrical which leaves imagination to fill in the spaces.
  467. Super Desalination Guess ? Like in machine learning you have a target. Could you therefor change the light refraction/reflection index result just one bit from salt water ?1.337 to freshwater 1.330. Would this mean that the saltwater knows what to do? // per
  468. Refugee Shelters replaced with Tiny Houses? – Create Assets that can be sold – Work and pay rent? – Rent to own. Create lots of money. Reuse solutions that exists already. Split Air conditioners? Heat burners. Toilet. Water. Its the Biggest Win Win // Per
  469. Quantum Information Transfer – I wonder if quantum information transfer is |data to a loss function|. Since you normally don’t update the input with the output the transfer is in one direction. If so we can measure loss functions to solve many problems. // Per
  470. Short Cut Way To Fusion Energy – Change the refraction index towards helium of a point target. The idea is that the machine learning loss function depends on the output light emission. So ordinary hydrogen to helium fusion could be possible with very small amount of energy. //Per
  471. Peace Innovation – Countries involved in peace keeping in Syria must have a peace minister in their government. Otherwise that government will be overly biased towards war and not peace. Its like a self regulating feature of our civilization. We must be smarter when are not. // P
  472. Mega Idea – Other types of energy? Carbon-Electric energy probably is much more intense than ordinary metal-electric energy. For this you might need a grafite battery? I assume you get carbon-electricity from say hydro to carbon-turbine-generator. Classified coming from carbon.
  473. Heat To Electricity Invention Idea – Could the the Stirling engine be improved with an electric compressor and a battery? Net plus electric energy is only needed. A compressor piston is ?more effective than heat to increase pressure the first little bitsen. // Per
  474. Machine Learning vs Einstein Relativity – Looking at mu = 1/(sqrt(1-v**2/c**2)) reformat this into a pythagorean I guess that you get a causality hook when v changes with time and c changes ?temporarily due to a index of refraction. This causality will affect the velocity model?
  475. ?what if you only need to superimpose an image of the atom onto the fusion process. Or something like that. Supervised fusion. Like developing a old photo in a darkroom.
  476. Teleportation and Fusion Belong – I think we can do supervised fusion. Information from the start to the end atom product are available for the fusion process as an information stream. Or teleportation stream? Only information is superposition ready like a stream. // Per
  477. Water Protection – Temporary Water! – Could there exist some ?chemical equation. Hydrogen + Oxygen and some energy. To create temporary water. If you use water which belongs to life for fuel this will I suspect create temporary water. Life-Chemistry is not the same the rest. //PL
  478. Organic Cloud Seeding Idea – Could there exist organic could seeding? |Plant chemistry| that controls clouds without causing harm since its organic. There should exist a plant type for every type of cloud. // Per
  479. Very Important Water Innovation Guess – There are Ultrasonic evaporators/misters. Could there also exist Ultra Water Condensation. Something else must exist other than lowering the temp overall. ?Water to water heat pumping leaving left condensed water. // Per
  480. Losing money with inflation can be solved by investing in Water. Water creates value by growing crops. Without water there is hyper inflation. Invest in ALL THINGS WATER.
  481. My Airplane Material Innovation – Airphobic materials – Materials that has properties that is repelling air. // Per Lindholm 2019-nov-15
  482. Electricity Protection – Could you Protect electricity by ?smart mixing grid energy with solar energy? Then deterministic halts of electrons could I guess be easier to stop. Since the energy is coming from different sources.
  483. Large Investments Innovation – Secure big money investments against inflation. Inflation = Water scarcity. So secure water access to people for sustainable peace and agriculture for growing food. // Per
  484. Water Teleportation Prevention Guess – Looking at different differential equations. Problems occur at stiff equations. ?Applying Robertsons Chemical stiff differential equation to water ?could make water choose another less calculation intense existance.I see 10^7 so it has something to do with teleportation speeds. Any classification error and water ?needs to teleport. Thats my guess.
  485. Why Its Absolutely Forbidden To Go To Mars – Once there was an ocean on Mars. As time progressed the ocean dissapeared. Left are the Mega Important Information. The residuals of the ocean is embedded in the surface dust. Bring that to Earth and we can kiss life goodbye.
  486. Forest Fire – Could the forest fire be the result from a classification problem? A problem of knowing where the energy comes from. Noise fool the solution. The tree matter would have to require ?dark energy to solve the problem. Get very hot in the process.
  487. Guess – So how do you occupy empty space with something other to do. Some race condition like the Computer Stalls or goes very slow. Many balls in the air kind of a thing. Empty space tracks mass. So a ?fast moving pattern of mass could affect the calculations in a advantage way.
  488. From machine learning we can say that there exist causality for calculations. Apparent non random small changes that cause the next layer to function. Hindering those points in space with other determinism could make it possible to step or climb in empty space. Change math // Per
  489. Machine Learning Innovation Math – Create machine learning functions that create not just graphs but images with parameters. Like a material science cross section image of steel. To be used in calculations. // Per
  490. Dark Energy – Everything need to be calculated. You need energy for the equations or models to be solved. So its a mass information problem. Ordinary energy you move the mass with. Just as you calculate with a CPU the motion of a Car the electric energy is then needed for motion.
  491. Water Science Question Guess – How does water know everything it needs to know to make a decision? Could it simulate everything needed internally would be my guess. // Per Lindholm
  492. Idea – Added wheels like a car two or more in front and back for car safety to plane properties. Bumpy roads. // Per
  493. Invention – Water Linear Friction. Fill some water in a water bottle and gently push it. It will rotate. Even if its pretty heavy. Water adapts to the rotation. So could a wheel with some water also do the same. Water wheel invention. // Per
  494. Aid Projects – Climate Crises is a Water Crises. Then we need industriell Water Desalination/Cleaners run on solar power for all refugees and countries in need. It ?can pay for itself through increased agriculture. No major inflation. No unrest. No war. More water basically// Per
  495. Super Desalination – Energy is classifiable. So use Earth or earth gravity to steer the controls the of desalination. Some thing like almost random process that can be controlled by gravity. Then the pressure need to be from gravity energy so earth can control the process. The knobs are within 1e-10 distance apart in value or something. // Per
  496. Machine Learning Method – Follow the function with a model1 and argument with a also a model2
  497. Peace Idea Syria – What about Water Cooperation?
  498. Machine Learning Insight Learning – Use random numbers np.random.rand() as input X to a model same shape as orgininal input and again the same X as the target. Meassure of the model. X->X check.
  499. Machine Learning Physics Idea – Could there exist dual work? Work done by pairs of electrons. A dual energy form? Classified as dual energy by machine learning algorithms. Unsupervised learning of energy? // Per
  500. My Genious Idea – Since Everything is classifiable and since we have different atoms. Forces acting upon steel are iron atom forces. They are like mathematical functions or machine learning models(…) (matrices) that knows the atom it acts on // Per Lindholm Atom Specific Force
  501. Nice. What about a pressurized air container in the winter sun and a heat pump drawing heat from it to the house?
  502. If Power Grid Failure – Dual Fuel Generator For The Electric Car Idea – Simply charge the battery with a dual fuel fast charging generator. As a backup to the powergrid going down. // Per
  503. Truce Innovation – Truce innovation needed. What are the regular problems and what can we do about it.
  504. Machine Learning Physics – I wonder if gravity is a reaction of something. Maybe mass loses energy internally and like an optimization function goes in the direction of higher energy gain. // Per
  505. Machine Learning Math – What if numbers come from different generators like in GAN’s. Then you can take a number from the real generator and use a discriminator function to see if its an integer. To solve in ?function space. Almost functions to true functions. // Per
  506. There should exist a possibility to create a Machine Learning Cooler. With water and air as input to a model(…) and lowest temperature as output. Lots of pressure valves that are dynamically adjustable.
  507. Machine Learning vs Chaos Theory – Chaos result goes to zero with the ?right model.
  508. Machine Learning Breakthrough? – Sample instead of using algorithmic reduce. Keep matrices square from the start to the finish then sample out [:,:10]. Wow 98.5 on MNIST using an MLP. So the size of all the layers are 784*784 as the input size.
  509. Trillion Dollar Idea – Buy a Two or Three Story Private Citizen Building like you buy a house. For rental or buy apartments. Truly majort affect in countries desperatly in need of housing. Three Story Apartment Tiny House . Wow trillions. // Per Lindholm
  510. Machine Learning Idea – Inexact Computing – I wonder if you can take advantage of machine learning model(…) which has a CPU as target. A loss function loss = MSE( model(CPU), CPU ). This way it can compute ?anything.
  511. UNHCR Innovation – Refugee Desalination – All our problems belong to lack of water. Mitigate the refugee situation with desalination. Whats the cost of desalination compared to influx of refugees and destabiliation around the world and wars. Innovate water desalination. // Per
  512. Desalination Innovation – Clothing Type Washingmachine For cleaning water – How do the ocean clean itself. Everything must have a reason. So waves have a cleaning reason. A washing machine comes to mind. As a way to clean water. There must exist something like this. // Per
  513. Machine Learning Battery Guess – Could there exist something like entropy modulation? We have particles like ions and electrons so they will excibit randomness. So a battery has to do with randomness. // Per Lindholm
  514. Machine Learning Battery – Regulate PH? – PH has something to do with the stomach so it has to do with chemical energy. So maybe our batteries feels a bad Ph so why not regulate it. // Per
  515. Machine Learning – ModelLoss! Important – Use a model for the loss. Just do 1:1 mapping then update again. Simple MLP 100 hidden 46% cifar10. // Per
  516. Machine Learning Model of Models – Got 41% on cifar10. But the interesting thing is that I only used 10 as the hidden size. The combined model consisted of 10 small models concated into a vector of size -1,10.
  517. Machine Learning Physics Guess – Battery – To get a new idea. Use a construction theory. The universe must work. Therefor similar to raid setups in old harddrives there should exist redundancy. A lot of it. Slowing things down. There could exist differences here to exploit. Maybe basically the same things have different redundancy dependent on outer circumstances. So why not predict a ?relative redundancy value. Get a better battery. // Per
  518. Machine Learning Gravity – Everything must be classified. So distance cant be the only parameter since gravity reaches infinity. You cant determine the gravity based on distance. A distance of x=inf or x=inf+1 is not possible to set them apart. Surrounding data is needed. // Per
  519. Machine Learning Physics Energy Storage Guess – Think of energy as a model matrix. Then you can iterate that model to follow an equation. The solution of an equation. Since the universe must know everything. We can leverage that to follow a long path or difficult equation….Every piece of information must be able to exist. Then when the energy storage has been filled. The element decimals has been exhusted. It would then be possible to change the equation to a discharge equation. For extracting stored energy. An inf. battery if you will. // Per
  520. Super Important Farming Idea – Bitcoin Donation Farming Idea. Plant good crops. Food that we need. Provide meadows for insects. Get donated bitcoin money.
  521. GEneralization – A bit like human training. You train on simple samples in a way so that when viewing hard samples. It does not make you wonder. Train the theory of math or mnist and not the examples. I think my math teacher told me.
  522. Invention Idea – Magnetic Field Iteration 3D Printer. What if there is a way to iterate a magnet field to put together atoms? Control the direction positions of two magnetic field models. There ?must exist a path of least resistance for attaching atoms to a target object. // Per
  523. Battery Dendrite Guess – Are dendrites created with an iterated magnetic field. Leverage free will of electrons? Create another oposing loss function. No splitwill electrons exists?
  524. Solar PV Innovation Idea – Air mattress as a construction to keep panel of the dirt. Cheap. Maybe a football material and air stop mechanism. // Per
  525. Peace Idea – Desalination is giving life. Innovation Guess – See if many freshwater baloons inside a pressure vessel could reduce needed pressure or energy consumption. Even if I dont know if it will work. Its in the set of possibilities. #Israel #Peace
  526. Invention – Iron fillings in a wire as a means to transport energy. The idea is to let the iron fillings iterate and adapt by melting a little. towards Superconductive?
  527. Billion Dollar Market – Refugee jewellers creating world of warcraft inspired necklaces, rings. Major idea. Earn millions?
  528. Machine Learning Physics Guess – By Associative Intelligence. Accelerating a cold body in a heat field would not be detrimental to gravity. Like the sun and the planets. So a heat field from fusion could be sun gravity. Maybe there is gravity equation for new fusions. // Per
  529. ?Billion Dollar Idea – Build manufactoring machines in metal LEGO. Does not matter if they does not look 100% optimized. Refugee machines for woman pads, agriculture produce to products for higher value. Less waste products. That takes fruit and make juice etc.
  530. Machine Learning Wifi Guess – If y is at a constant value. There is a 50% chanse that if you meassure y the value will be 50% above and 50% under the constant value. Machine Learning could turn this into zeros and ones for an internet signal? All dependent on how sensitive it is.
  531. Fire Prevention Idea – Since oil, diesel and petrol can burn. I wonder if some amount of Dishwashing Liquid in the water could help. If it works it could help a stop a lot of fires. Everyone has some dishwashing liquid. Just mix a little with water and spray. // Per
  532. Machine Learning Fusion Guess – Is The Sun really 100% gas. From machine learning there must be residual material flowing around. If the fusion process is residual dependent then it calculates the end result from previous processes. That is. Their residual materials. // Per
  533. Machine Learning Battery Idea – ?Ultra fast charging by letting a simulated battery stay ahead in the charging race using some communication of causality by common loss function. Machine Learning example shows a model held back gets to 97% immediately after 100 iterations. // Per
  534. Refugee Livelihood Kit Idea Africa – Solar Powered Music? Laptop + midiKeyboard + Sequencer Studio Software. ?Generator for battery. Upload to Youtube For Instant Fame and ?money.
  535. Could every dimension x,y or z have a function unique to that dimension? If so. Those dimensions have to share properties with each other. That is. Universe dimensions are dependent.
  536. Trillion Dollar Idea – Hydro Power on Wheels – Sell big trucks that carry water from the river upstreams to down to a place lower down streams. Charge batteries from generative breaking during this time. Discharge the battery to mini grid for a ?smaller city. #Africa // Per
  537. Forest Fire Fighting – Use railway for major forests around the planet. For water and continued fire fighting capability. Heavy loads on railway. Water and machines. Image wikipedia Just clear the railway. Not a problem.
  538. Potential Mega Class Battery? – Humidifier Inspired Battery. Airborn ions in a container? // Per
  539. Machine Learning Engineering – Supervised machine components. Small Equivalents parts that are machine learned adapted to show by meassured data what the main component will experience in the future. // Per Lindholm
  540. Invention – DIY Wooden Mobile Phone Screen – Super Easy Screen Replacement. Wooden plank with a ledge for the phone. For use with a bluetooth keyboard. Excellent! Refugee Livelihood woodshop product. // Per Lindholm
  541. Device an experiment. Mix in median_filtered2D(random_image) in the train set. Then add target values for causality as 0 for random and 1 for train image. Then run the model() without random images and check causality as a value between 0..1 Wow. Maximum causality was maximum strangeness. A type of outlier. // Per
  542. Water Shortage Idea – Swedish Dishwashing cloth for washing hands and showers. Minimal amounts of water. Small cut out dishwashing cloth. // Per
  543. Machine Learning Physics – There should exist an event conservation law. All the time something in the universe must happen. // Per
  544. A Per Lindholm Invention – Rotating Cylinder Heat To Electricity Generator. The new thing is a cylinder that rotates aided by an electric motor. In a heat to electricity generator. // Per Lindholm
  545. Battery Revolution Guess – Could Wood Material work as the anode ion holder. I mean its pourus and can store wast amount of water or wet wood is heavy. // Per
  546. Stone Layer Desalination – Using a stone adapting layer. Could pressure be cheaper maintained or increased for desalination? It exists as a possibility. Something like Nature-mimicry // Per
  547. Organic Flooding Mitigation – Is there a organic way to deal with flooding? Are there plants, trees we could put in during floods? When there is risk of flood? Whats the cost of flooding vs one billion trees?
  548. Machine Learning Math – Impossibly Linear. Combine a machine learning model() that adapts to a problem a ordinary math function is experiencing. Like log(0). I call it impossibly-linear. // Per
  549. Machine Learning Physics – So the metal first calculates which machine learning layers to use and what atomplanes in the metal they are. So this could be the reason the universe can handle objects of many atoms. It only needs to calculate with a limited number of layers. Skips the rest of the atoms. Wow
  550. India Machine Learning Battery Innovation Guess – Everything must be classifyable. So even batteries. Could a cone shaped battery make self classification easier. The last layer must be easy to classifiy. It could be a general problem. Compare deep learning models. // Per
  551. CAncer guess – Since everything must be classifiable. The heart pressure rythm is involved in finding errors. The cancer, if to survive must fool this system. Therefor you get a pattern of cancer clusters. Basically you turn everything into a classification problem. Could BREAST CANCER MIMIC Ugly looking kidneys after heart pressure classification?
  552. Emergency Rain Innovation – Could air born solar air conditioners on high altitude drones work. To cool clouds so they condensate. Maybe could a weather baloon and a cooling device be of use?
  553. Forest Fire Prevention Idea – A what the .. moment. Air DROP A Small To Large Inflatable Fire Stopping Baloon. Can this idea work? // Per
  554. Deslination Guess – Could there exist more classes ions? Could water have Empty ions? Providing other functionality being the same size but with different less salty properties. My idea is that empty ions can turn back properties when needed. Moving more freely in water. // Per
  555. Electric Boat Innovation – Living Class Type Boat with a water to water pressure membrane on the boat hull. Water knows ocean water pressure so using machine learning to control the membrane pressure you get a living class type boat. Like the body water pressure from the heart.
  556. Machine Learning Physics Idea – At least one piece of data for each atom is variable. Gives it can form a Natural Metal 2D or 3D Matrix from the solid metal structure. I speculate that this matrix has to do with FunCTIONs of the Metal
  557. Arrow of time – Why does time have a direction? : If everything must be classified in the machine learning sense. Then you don’t have Arrow Of time you have “Classification Of Time”. That is. Globally towards higher complexity in the classification to be able to capture it all.
  558. Forest Fire Innovation – What if you can air lift parts of a Fire Fighting Tank and assemble them onsite. In rough terrain. // Per
  559. Forest Fire Innovation #Russia – Could Liquid Concrete work. House Building material. I think it can work to stop the fire. Shot from a distance? #forest #fire
  560. Alexa for dumb phones as a voice call. Adapted Facebook for Alexa to caller interface.
  561. Water Shortage Innovation – Small h elevation vertical tree farming. Many small pyramids to get water at different elevations with the help of trees. Natural water towers. Makes me wonder. Could the people of the pyramids have survived the drought if they grew trees on the stones
  562. Desalination Idea – Put two peltier devices in a cylinder-piston as the working hot and cold side. Could perhaps work as a heat piston engine for desalinating seawater. Using multiple peltiers and a water cooling block separator could maybe bring down energy usage for plants.
  563. Solar Battery Stove Innovation Guess – Could a ?small carbon dioxide layer in the stove provide iterative heating. Where individual CO2 molecules knows what to do to pass heat through. // Per
  564. Backteleportation Of Water Guess – Could backteleportation be the situation where you get back two or more molecules for every short range teleportation process. If you teleport salt ions do they come back with water. Since they can arrive at any place. Not contaminating. // Per
  565. Solar Electric Car – Could a selling point of a solar panel fitted electric car be solar air conditioner? Can you even make the air conditioner run on fitted car solar panels?
  566. Energy Description Of The System – Using machine learning would it be possible to extract the energy information about a machine. A low voltage electric arc of some kind.
  567. Machine Learning Philosophy Fusion Guess – Since fusion is small. The set of probable things to do would be to view the fusion process with a magnifying glass. No light into the fusion process. Just viewing. Then could magnifying glass determine where fusion starts?
  568. Cooling Device Idea – Inspired by asteroids. Se if a magnetic core inside vacuum can hold a cold temperature. Asteroids would not exist if they got material heat fatigue. // Per
  569. Associative Testing Idea – Metal can be magnetic. What invention has magnetic treatment of hot liquid metal? Using an electomagnet to a magnetic chain dipped in hot metal?
  570. SuperBattery Guess – Based on mass ratio. What if a single ion could be responsible for millions of electrons. Make it into a classfication problem. Which electron to which ion. Could simple steel manufactoring process by rapid cooling provide a better battery?
  571. Machine Learning Invention – Derive Inventions based on classification problems. Example. Dual cold side machine. See if alternating cold side can increase efficiency. Let one cold side rest in some frequency of use. // Per
  572. Electric Plane Innovation – Could you simulate a double wing? Enclosed in a big wing? If you simulate the inner environment with enter and exist forced air flow holes?
  573. Machine Learning Math – Does there exist closed or circular line fourier series. So that energies can fit every atom structure?
  574. Important Idea – City Cooling Inspired by ?ancient times. Pumped horizontal plane pool water slides in the city. With flowing water. A half open water flowing tube cooles the City from heat waves. Excellent simple idea.
  575. Agriculture Innovation – Circular Pumped Water Streams. What if water must flow ultraviolet light and cancer? Better water effiency for crops? Could it be like a horizontal Pool Water Slide? Keep the water going with a pump. Pumped from outlet to the inlet and flow there between
  576. Agriculture Heat And Water Mitigation Guess – Could water cooled soil work? Circulate water in a type of CPU water block cooler for removing a lot of water wasting heat from the soil. Bag of water in the soil and a water pump and a fan blowing over a cooling sink. // Per
  577. Machine Learning Physics Idea – Can laws be divided into serie and parallel laws? Serie being Sum(f) = m * a. But what about parallel laws. a+b = c or 1/r1 + 1/r2 = 1/rt. So what could a parallel mass acceleration law be? Could it be like gravity?
  578. Water Backteleportation Guess – Could the Aurora on Jupiter help steel Earth’s water? Is the aurora manipulating Jupiters gravity? Could we balance this on Earth? What is the purpose of cyclones if not to protect water. Artificial cyclones with spiral accelerator?
  579. Global Market Place Shipment Idea – Business that helps people ship used stuff and their own products worldwide for bitcoin. Could be as huge as the big players. Multi billion dollar idea. // Per
  580. Africa Innovation Idea – Battery Home Kits With Lamps and raspberry pi size 7 inch TV/LCD built into the battery box. For use with Raspberry Pi’s and Jetson Nano for ?offline type webgl 3D games. Because it only requires a raspberry usb adapter. Maybe the screen on the backside?
  581. Water Teleportation Guess – Earth rotates. Rotation then enhances system properties. Together properties for teleportation? Could Salt, water, heat, cold and rotation be part of it? Would it be possible to generate waves of heat. That are damped by teleportation of water. // Per
  582. Should we have a public library of code online. Goverment funding. Public infrastructure. No one has the advantage its equal to all.
  583. If the outer shell of the sun would accelerate around the plasma it would get ?fusion energy mass by teleportation that would slow it down. Maybe you could acc. something around plasma?
  584. ?Safest Fusion – Teleport already existing fusion energy from the sun to the earth. Reduce the problem to that of backteleportation. // Per
  585. Electric Car Innovation – Gearbox with multi copies of gears. So they don’t wear out. Keep the long range of an EV.
  586. Machine Learning System Innovation – What are the possibilities with a network of connected electric motors? If enough electric motors are connected. Can you achieve 100% motor causality/effect predictions during its lifetime. Gives better cars? // Per
  587. Water Guess – Could sea salt be key to backteleportation of water?
  588. How Innovation Thoughts – Bathe your brain chemistry in smart sentences during thinking. // Per
  589. Battery Innovation Guess – Could there exist a hybrid battery? Including a Solid State Battery Component And a Regular Battery? Series?
  590. Desalination Guess – Water can go in sine wave paths. There must be a reason. Could there exist Super River inventions inspired by this capability? // Per
  591. Could CO2 or Air Through Sand in a container be used in a thermal electric generator?
  592. Food Security Innovation Idea – Machine Learning Indoor Grow Lamps. For this you probably need light sensors that meassure of an area. Like many sensors in a matrix. The same for temperature. A Temperature Area Sensor. // Per
  593. Machine Learning Gravity Guess – A Simple gravity version would be if tiny subsets of electrons were teleported to the target atom and they interfered with the atom fields. A machine learning model then turns the obstructions to a perfectly accurate gravity force. // Per
  594. Machine Learning Physics Guess – Is the photon really two particles? Subsets of the core and electron? Also a model() with two variables operating on the same loss function can oscillate easily. Key question. What is the loss function of a photon model()? // Per
  595. Invention – Big Cheap Cold Thermos On Wheels. Like a trolly freezer. For food orientated businesses. // Per
  596. Second hand market for tiny shops on wheels? Solar panel shop. Get help with a solar panel setup for your home. Which is complicated.
  597. Elevating the poor – Tiny Shop Startup Kit. Like a rent to own tiny house but a prebuilt shop / Cafe / Restaurant // Per
  598. Machine Learning Physics Fusion Guess – Cheat Fusion by backteleportation of fusion energy from the sun. Simulate the sun surface on earth point a window to the sun? // Per Mega Idea
  599. Math Guess – After solvning Ax = b comes understanding of tolerances. Ax = b +- c. They are not residuals but the second generation thought to make things work. // Per
  600. Electric Car Innovation – Gearbox with multi copies of gears. So they don’t wear out. Keep the long range of an EV.
  601. Maybe the pattern randomly pressurize at the surface so that random looking desalination per molecule can happen. Iteration in machine learning via modulated random input
  602. Machine Learning Physics – Since there exist free electrons. Could there also exist Free Molecules? Free variables that handles errors to make the universe work. Not just a number of equations equal the number of unknowns but an error handling variables or free variables. So its an extension of A Gauss equation solver // Per
  603. Machine Learning Physics – Could there inspired by efficient use of machine learning weight matrices could there exist steam volume moving fillers for Thermal Power Plants? CO2 Balls that go with the flow? Better efficiency? // Per
  604. Machine Learning Physics – If the electron can exist at many places at once. Could the reason be to simulate a current? Internal Atom Current // Per
  605. Water Science Guess – Could you overcome effience problems with stacked multiple peltiers elements if you use liquid separators? // Per
  606. Peace Idea – What if you can build train railway on asphalt road. This could be part of a peace agreement where its needed the most at the moment. Cheaper running cost? Machine learning for solarcurves etc. #Peace #Idea
  607. Linux Innovation – Is it possible to run Google Colab Linux Desktop using VNC from your phone?
  608. Universe Processing Speculation Guess – What if a CPU can exist at many locations at the same time. Then you have central processing properties aswell as parallel and you know what happens at each node. Maybe the creation process is as easy as getting energy there? // Per
  609. Desalination Innovation Guess – Two together Pressure Properties? What are the range of possibilities if you mix seawater and freshwater of different pressures. Separated by a membrane. The idea is that molecules per atom knows what to do so why not use them. // Per
  610. Emergency Personal Cooling – Two wet dishwashing cloths on the chest, stomach area and a fan blowing on it laying down. Works great. Tested at 28C indoor temperature.
  611. Water Science Guess – Mountain Glaciers And Heatwaves. Is there a relationship? Water Ice and Rock and pressure should have together properties. Water heat teleportation? Put artificial snow on mountain tops?Enables heat teleportation to other planets in the solar system. Every planet body has a function?
  612. From my Physical Law – The sum of known positions in an atom must be constant. Could this hold for larger sets? So for example water can control by many forces. It just flips on and off certain forces since the sum must no exceed a certain number. Water memory controls? // Per
  613. Water Guess – Could the Reason For Earth Creation of Cyclones be Back Teleportation of Water? It should then be possible to create an artificial cyclones and point them?
  614. Mega Trillions Of Watt Idea – Guess. With an underwater air conditioner. Make use of excess ocean temperature. Create a temperature difference for electricity. Or use a underwater heatpump? Moving underwater ballon with cold air or hot air?
  615. Heat Wave Mitigation Guess – One Million Of Watered Soil grow dirt Buckets. The idea is to temporarly change weather patterns. Place on near window at ?smart location. Balcony?
  616. Machine Learning Invention – Air Conditioner Based On Reinforcement Learning? What would be the reward. Paradoxial cooling. Waste a little cooling on the outer unit from a learned algorithm as a little reward. Use much less total energy?
  617. Desalination Idea – Inspired by biomimicry. Could there exist organic pressure balls for use in desalination? A life optimized desalination. // Per
  618. My Universe Law Guess – Could the sum of known positions in an atom be constant. // Per
  619. Machine Learning – Since F.relu is like an if-statement. Using F.relu in a model() is telling the model. See if you can make use of if – statements. // Per
  620. Water Science Guess – Can salt pose ?abstract problems to water so it becomes super efficient at what it does? One such problem could be to find the positions of all salt in the ocean. Solving that and it becomes much smarter. // Per
  621. Battery Speculation Guess – Introduce an error ?molecule at random locations into the electrolyte. Given its position. Then train a model(…) which handels a laser to ?neutralize or find that molecule. Remove the random error insertions and check if the model discovers any new similar errors in the electrolyte. Train with every input and the location as label target. // Per
  622. Fire Prevention Innovation Guess – I thought. What are the uses of a towel size dishwashing cloth soaked with water? So what if you could have an adapted WaterFireBlanket. Soaked with water and water preserving at fires. Life saving?
  623. Water Desalination Guess – Since everything must be classifiable. Initial filters should store classification energy in the water. Then it might be easier to get rid of the salt in the main process. So lose a little salt in the initial filters to store this type of energy. // Per
  624. Battery Invention – Alternating Loss function with two different materials alternating for anode resp cathode. Alternating loss function properties. // Per
  625. Battery Anode/Cathode Innovation Guess – Create a coating while an electric circuit is attached. Mimicing heavy loads. So that the coating gets adapted while it had the chance. // Per
  626. Battery Idea – I wonder if you can soften up the glass electrolyte in a solid state battery with a laser. If the power of the laser is such that it can not cause a fire.
  627. Battery Innovation Guess – Train or charge the battery with obstacles like a ?three layer semi permable membrane or model(separator). My guess is that some extra energy must be stored because of the extra process. Energy could be problem solver object. More problems more energy.
  628. Peace Idea – When people on opposide sides have an agreement. Make a business deal of it. Dont wait. This way you store positive agreement energy in the system which will be beneficiary to other issues. Repeat the process and you got sustainable peace and security. // Per
  629. Multi Billion dollar idea? – A Nintendo Singleboard computer ! For nintendo arcade wooden maker game boxes. Fantasy cases with all the stuff.
  630. Industry Innovation Idea – With machine learning. Insert random changes to the product and see if a machine learning model can classify where the changes was made. Causality Sensitivity. Then remove the changes and rerun the model(…)
  631. Battery Innovation – Sand Salt Glass Water Battery. Salt moves through the sand to reach the natural target water. Would be cheap anyway. // Per
  632. Machine Learning Innovation – Got a material science from an iterated mask applied to a middle weight layer, 100×100. Wow. You can see mask alignment. Either vertical or horizontal. Implies new ?angle matrix calculations found in metals? // Per
  633. Iterated Peace Deal Idea using Machine Learning – In a 10 000 page long peace deal. Insert an error, something both or one part can’t agree with. Train the model(…) where the error is, page number. Then remove the error. Run the model again to locate similar errors. // Per
  634. *Machine Learning Fusion Guess – That what can classify something is also needed. Then you ?need a window facing space for this universe kind of fusion. I imagine a model() that gets information by backpropagation like in machine learning. // Per
  635. Electric motor innovation – Phase change cooling? // Per
  636. Raspberry Pi – SenseHat Temperature Meassurement using a usb fan to get a better reading. Image so I can remember howto do realtime plotting in matplotlib jupyter.
  637. Sand Innovation -Climate Change mitigation – Outdoor Sand containers – Take advantage of Sand. Build many 100000 sand containers. For rainwater retention. Provides ?humidity for insects. Sand heat pumps could also work for cooling or heating I dont know which But its good? // Per
  638. Black Hole Guess – Could black holes have some additional but ?different atoms? A set larger than the periodic table? Black Hole Atoms could be harder than coal in diamond. // Maybe Per Super Carbon
  639. Car Safety Idea – Airbags built into overpasses and other stationary things. For trucks who run into them. A no brainer idea? // Per
  640. Solar Piston Energy Invention – Stenvaggan – // Per
  641. Idea – For Bitcoin startups. Could an open source startup simulator work. For machine learning services and more. Bitcoin Startups paid in crypto currency? // Per
  642. Machine Learning Guess – Half unsupervised learning. Insert working outputs from the model into the target vector. More like unsupervised learning. 0.8154174 for F.max(yt[yt<1]) should be 0.999 something?
  643. Air conditioner Guess – What if you blow cold air onto 10+ water soaked dish washing cloths. Could this improve temperature without using so much energy?
  644. Peace Idea – Every country should build some tiny houses. Let the young generation do it. Its simple. You learn how to build a house, no you learn How to build a Country. Start with helping the homeless and veterans. A clear reason that will lead to a prospering future. // Per
  645. Health Food Innovation – Spice Bread – Hot milk with curry and dip piece of toast in it. Bread reaches the bottom of the cup where there is a higher concentration of spices. So I guess bread should be used. Spice Bread invention. // Per
  646. Earth Saving Idea – Moving Air Conditioner for businesses. Cover a much larger area with much less energy. Perhaps on rails in the ceiling. Wow // Per Lindholm
  647. Cheap Near Field Air Cooler – Soked 10+ dish washing Cloths on a metal plate. Perhaps use a food aluminium folie? and a usb fan to keep it cool. // Per
  648. Saturday Humor – Atom Math – What atoms classify a circle the best?
  649. Super Air Conditioner – A what the f* moment – Use light as adversial noise to simulate a heatpump that is used as an air conditioner. Light noise to find air matrix functions like passing heat from container A and B. // Per 2019-june-29
  650. Fast Parallel EV Car 3D Printing Invention? – Steelwire to form a mesh and many steel 3d printer on the canvas. // Per Lindholm Is something like this possible? Blender demo car as example image.
  651. So I guess you get elevated CO2 level by creating wind ?fans over pine trees. They have bar that withstand wind. We in the north dont have fast growing rainforest but are as much affected by CO2. Hurricanes is an indication that wind affects CO2 level uptake. Mx in a little water
  652. Battery Idea – Causality From MAny In directions of light. Just use machine learning to figure out the indirect causalities. What affects here affects there…
  653. Machine Learning Physics Idea – Could gravity on earth be Earth-Core-Gravity and nothing else. Since otherwise we have an all too simple equation. Looking for a complex gravity model including the core. WowTheory including the earth core not just mass values. Much more complex I think. // Per
  654. Heat Guess – Could heat chimneys help in the short run. When there is a heat wave. Collect heat from town air conditioners. Protect people from heat Something like this. Some emergency meassure during heatwaves. //Per
  655. EV Acknowledgement – Tesla Supercharger was probably the best brain medicin we got. Everything can be built in classes be it super, affordable or intelligent.
  656. Machine Learning Fusion – Does the fusion model() need a seperation variable for residuals? Got this after googling some interesting electric cars. Does lavastone have some extra phases one can take advantage of for ?lavastone induced fusion?
  657. Should Linux have a Operating System Kit for companies wanting to innovate? Like Huawei who might I hope take don’t be evil to the heart and work for good. This is your show. Your future.
  658. Invention – Plant Simulator For Schools. The plastic plant can take 100+ users and simulate like a tomaguchi their life progress. Meassure room temp and humidity and weigh the amount of water it is needed. To get points and a grade. // Per
  659. Physics Guess – Could a Black Hole use a constant a little different from pi. Large Pi // Per
  660. LIFE IMPORTANT – Could the soil under the plant be emitting oxygen. It sure smells like that after water has been added. Water contains oxygen so the soil together with the roots perhaps do some magic. Oh I forgot the soil needs carbon so ?reduce carbon. Increase oxygen levels by watering soil with our without plants. Hopefully with plants. // Per
  661. Wind Turbine Innovation Guess – What if you made transparent hollow ?lighter than air or hot air filled blades. Could this improve performance? // Per
  662. Machine Learning Speculation – What could action at a distance be used for? Maybe as a supervised target. Start at particle 1 and sum over a subset of the pi belong to the universe to reach particle 2 as target. Check conservation of mass. // Per Lindholm 2019-june-24
  663. Machine Learning Fusion Guess – Iterate The General Problems With A Series of Experiment Or Theory Images Of The Fusion Process. Then use a model() with the images as target. Check what images the model have trouble with. These are problems. Adapt accordingly the solution. // Per
  664. Infinite Paper and Pen Idea – With a ?bluetooth-battery pen tablet and a smartphone and a drawing app we could solve a big educational problem. Fun way to learn math. Keep everything. On the road. Small ?bluetooth tablet + phone // Per
  665. Machine Learning Physics Guess – Interpolated weight matrices has perhaps some resemblence with mass density. Putting working units so close is probably a waste of resources so inflate the matrix with some interpolation. So forces, gravity is weight matrix information replacement
  666. Machine Learning ?Breakthrough – Iterating a weigh matrix using .data assignments is as easy as two iteration variables t1,t0 with an equal loss( t1 = t0 ). Pretty good hack. With t1 being assigned to model.l1.W // Per
  667. Machine Learning Innovation Guess – What models would survive in a closed system. Closed system models(). Testing…
  668. Children Training Program – Simple Fun Bar Length Guesser in 1..10. // Per
  669. To get ideas. Do some fishing selecting among all the possibilities. Not all will work but the good ones are in the same set.
  670. Battery Idea – Since connected batteries balance themselves. This will consume energy. Why not keep battery cells separated and only when work is done they come connected?
  671. Linux Idea – Computer Engineering Nobel price to honor to get innovation going in Linux. MAny different catagories?// Per
  672. Super Idea – View youtube videos in a python3 jupyter notebook. Make collections for projects etc. Create a portfolio. Embed low resolution videos as a included data. Wonderful idea. // Per
  673. Battery Idea – Since connected batteries balance themselves. This will consume energy. Why not keep battery cells separated and only when work is done they come connected?
  674. Major Solar Panel Oil + Water Innovation – What a boost. The sun seems to want to evaporate away the water from the solar panel with a thin oil film on it. Doubled the performance. For a small foldable solar panel. Oil itself decreased the performace. So a add a little water. // Per
  675. Machine Learning Test For Randomness – A guess could be to adapt the equation until the randomness residual is evenly distributed?
  676. Regular Housing On Wheels – Also for tourist places where the buyers are more unsure. Just move the house somewhere else. Much more and safer investments. In summer time the house in the foreign country is placed in a fenced area. Safe from burglary. // Per Lindholm
  677. Water Science Guess – Does there exist materials that must keep a constant temperature as concept? Maybe since water need to exchange heat all over its body. Materials that don’t mix with water cold be a heat obstructing material. Maybe oil. organic?
  678. Cancer Innovation Guess – Cancer is a ?classification problem. I made an earlier unrelated discovery. What can you do with loss = MSE( b + c , b). If b is blod and c is cancer then c should be zero. But if everything must be classfied. // Per
  679. Machine Learning Test – My trick worked better than expected converged L.Convolution2D(10,10,3) x 4 to 99.17% MNIST // Per
  680. Machine Learning – Interesting result. Some sort of classification separator. Adapt x,y so that they can be classified and the same time be part of a circle /// Per Lindholm
  681. Machine Learning Newtons Law Is an ?Existens Law. Keep( 1 / inf ) existing and Keep( 1 / 0 ) existing. For 1/0 -> inf. Here you need to shed a lot of extra material. For this mass generates forces to move both away from each other. So the mass can keep existing in a number sense. // Per Lindholm 2019-jun-12
  682. achine Learning Adapt Math – How to classify if value is an x-cord or y-cord. Add a model_x_zero() resp. model_y_zero() to x and y. They will shape so they can solve the problem and at the same time be close to zero. // Per
  683. Machine Learning Innovation Guess – Extra Functional Classes. Recalculate with some random extra input. Break calculation if at some point. // Per
  684. MAchine Learning Math adapts – Solvning Singular? How? I guess by adapting the solution with singular_relu(x). It outputs 0 when undef else x. // Per
  685. Peace Idea – The simplest thing you can do is to work for peace. This way you don’t have to think so much.
  686. Regreening The Desert With Bitcoin Money For People, Seedlings and Water? What if buying a coffey is as easy as regreening the desert. Simple choice in my opinion why we need crypto currency. Instant climate change mitigation // Per
  687. Machine Learning Speculation – Why wave-forms? Since the problem of fitting a matrix is like a play-springboard. One things goes right and another goes wrong. It could be why wave forms exist. Adjust the springboard for zero total error // Per Lindholm
  688. Machine Learning Thought – Is square matrices inefficient? Inspired by DNA a 2xN matrix is the best? How do you adapt machine learning calculations to this? Going backwards and forwards transformations f(g(x))
  689. Machine Learning – How do you prevent dice throwing in Machine Learning. Data sees no differences I think between random dice and updates that seem looking random. Adjust the update vector so it looks less random. // Per stuck at 97%
  690. Machine Learning – Magnetic field inspired model(). The idea to let mass model layers transform input X to output y under the common loss with the outer field lines. Through another model with a differential equation or mask as extra loss. // Per
  691. Machine Learning Physics Guess – Should not the magnetic field be turned off some time before fusion starts? Otherwise you missconfigure the mass? // Per
  692. Amazing Machine Learning Math – Where there is smoke there is fire. Meaning that normal probability function should not be so clean in the long tail. It should smoke out. // Per Lindholm
  693. Machine Learning Test – If f = modelF( x ) and x = modelG( f ) as its inverse then I could adapt everything so that y = modelG(X) where X is the MNIST number and y its classfication. testing
  694. Machine Learning Physics – Since Energy Can Solve Calculation Problems Maybe There Are Energy Who Can Only Cause Calculation Problems. Different Ion Energies perhaps. Energy classified comming from interaction with ions of different kind.
  695. Machine Learning ML/AI – Could the set of low hanging fruit ideas be classified? No-brainerIdea( X ) = 1 or 0. If so you could work out important inventions and innovations. // Per
  696. Food Waste – In Store Sorting Machine. Keeping fruits, vegatbles and potatoes fresh // Per
  697. Machine Learning Physics – If everything can and is classifiable then water can decide the truth in Schrödingers cat thought experiment. This means water can teleport energy. Maybe all matter in general can teleport if something needs to be classfied. // Per
  698. Machine Learning Water Science Guess – Since water is related to life. I wonder if it can generate and teleport different energies so that all problems concerning life can be solved. Here you could tap water calculations ?by analyzing heat perhaps.
  699. Machine Learning Physics Guess – Since energy can produce intelligent thought. IQ as a function does not exist. It is merely different energies that can solve many problems.o energy packets can be classified into what problems they can solve?
  700. Machine Learning Math – Errors are very frequent as is the ok results. So why cant a function change value depending on if there was an error. F = (F1,F2) where F2 is the function @ error values. // Per
  701. Made a fermat number. 3^3+4^3+5^3 = 6^3 // Per
  702. Machine Learning Math – Detachable math – If the target equation is x**2+y**2 = z**2 then I guess there is no reason to use it more than necessary. So there should exist intermediate equations like x**2 – y**2 = z**2 so you can control the path more exactly // Per
  703. Invention – Could you make a generator from battery type plates. Iterated one side of aluminum with boiling water to get discoloration. Moving the pin over the side generated voltages so here I guess you can convert moving energy.
  704. Made a water heated battery – Aluminum foil covering boiling water so it catches a yellow stain color. Checked the voltage to be 0.6V between booth the sides when plus was emerged in the hot water on the yellow side and above on the other. Solar heat?
  705. Machine Learning General Truth – There should exist a truth structure common to all problems. Just because it will simplify a large universe. So when iterating a problem the ending result is a function like a*b+b*c = ans.The reason for the structure would be to get fast solutions
  706. Machine Learning Physics Guess – If pi is the truth in a simple rotation. What is the truth loss function for a 3 body systems? Could there exist teleportation of energy since the planet system can not be disturbed. // Per 1 reply 0 retweets 1 like
  707. Machine Learning Physics Guess – Physical Energy is the X_train data to y_train labels. Meaning there is a one to one connection between energy and the energy target labels. So for low intensity heat energy the universe chooses only heating as the target. // Per Lindholm
  708. Machine Learning Physics Guess – Could E = mc**2 be the accessible energy to rectify the ?maximum error. // Per Lindholm 2019-05-28
  709. Machine Learning Water Science Guess – Inspired by Schrödingers Cat. Our Solar System could have a mechanism to gain water. It did not come here by random. So you need a multibody system to teleport water to the system. Maybe the multi bodies does not be so large as planets. Per
  710. Very Important – Climate Change Heat Mitigation With Railway transport of heat drawn from cities using heat pumps. // Per
  711. Climate Change Innovation – Second Chance On Life – Run Wind Turbines Like A Slower Fan. Air that has stopped its motion heats up very quickly. Help the earth with a machine learned system of active Wind Turbines. Reduce temperature those very hot days without wind. // Per
  712. Generate new ideas by finding something positive with your first or second guess. Its the first guesses that sets the direction. But the direction could be any that leads to a new idea. // Per Lindholm
  713. Machine Learning Physics Air Conditioner Guess – Activate ?the water gravitation adaptation. Use a usb fan for indirect cooling. Mimics nature. Where animals need to sense where the ocean is? Extra cooling in that direction is my guess. Pretty good comfort feeling.Wipe with cloth
  714. Machine Learning Insight – Why F.relu(x)? relu is like an if statement and if statements are found in programming code. This makes math similar in fashion to code. Code ?can do anything so you can make a crude self adapting model. // Per
  715. Machine Learning Math – Whats the function that changes sign and still is its derivative? y = y’ and y = -y’. Gives me y = model() = adapt_choice( y’ , -y’)
  716. Intelligence Idea – Throw out some words with some vauge understanding attached to it and make it into a game with others and use it as inspiration for some intelligent meaning.
  717. Machine Learning Math – The Problem Number Line the number line rewritten as valleys and peaks. The valleys representing towards zero solutions for problems. // Per Lindholm
  718. Machine Learning Guess – Probability based models learns to take decisions based on probability. For ?certainty models there is a need for a non general infinite probability model. Continous probability values? model = function = taylor series approximation. // Per
  719. Machine Learning 2019G Internet Idea – Measure the entropy breakdown ?pattern for light or ?radio waves. Use machine learning to classify the information associated with the transmission at the reciever end. // Per
  720. Machine Learning Water Science Guess – What the best calculator for the job? One that flows where its suppose to. water = the moving calculator move(add(a,b)). // Per Lindholm 2019-05-23
  721. Maybe this bird like set is a Memory Structure Variant Like a Normal Distribution?. Since the weight matrix needs to retain memory a perticular shape might help with that. // Per
  722. Machine Learning Theory of Everything – Compression Decompression model with our compressed atom universe in middle. Noise free and under enourmous compression like venn diagram control. // Per Lindholm http://peroglyfer.se 2019-05-21
  723. Food innovation – Try the set of possibilities. Fast Noodles + boiled water and later after 6 min add milk to cool it off and give it more flavor. // Per
  724. Machine Learning – Hot encoding is not statistically ?friendly. I think you need the target to be a double normal distribution. Around 0 and around 1. For this you can add yt = yt +m ; m = model2(X) and then with subtract m from the model(X_test) – m.
  725. Important Machine Learning Human Thinking – Move the body while your thinking. Move your arms, talk loud etc. Why? Since every mass unit in the body wants to improve the loss value set by the brain. There for everything adapts to find the answer. // Per
  726. Machine Learning Guess – Could letting a layer act as incriment at the index i,j and multiply/add? with value for the next layer?
  727. Guess – In machine learning math there is a connection between complex numbers and variation. So in F.sum(X) numbers. They to have variation in X. So there is a possibility for more variation in matrix multiplication other than F.sum() // Per
  728. Machine Learning Battery Idea – Treat ions as if they were ML models(). Could things be added to make the ion models make better predictions. Is there battery music for better predictions within. // Per
  729. If machine learning physics is something then antimatter is just a possibility. 0*number = 0 but what if you invent “Event numbers”. If anti number + number = anti number event. // Per
  730. Machine Learning Physics Guess – Not a single thing can be taken for granted. Light as different frequencies ?can classify the objects position taking something like the venn diagram of freq. answer since otherwise you get an illusion objects if the are apart. // Per
  731. Machine Learning Innovation – Since frequencies don’t change. They can then be used as universal layer loss function values. So each layer is not allowed to change the frequency. You use that as a limiter for each layer. Everything in the universe is enabling larger models // Per
  732. Twitter idea – Use a machine learning model() to allow spell corrections and missing words. allowed = 0 or 1 = model(tweet). Just an indicator not if statements // Per
  733. Machine Learning Battery Innovation Food-Mimicry – Does there exist something like food-mimicry for getting inspiration for batteries. Are there general problems that would be the same. Both are heated. Do spices have other functions in batteries. // Per
  734. Raspberry Pi Innovation – I got the idea for a multi screen monitor. Like 8 inch tablet or one that fits below the screen. Could be solved with a screen holder for mobile or tablet screens. A no brainer idea. // Per
  735. Machine Learning Electric Plane Innovation – Use machine learning model() to mitigate beam bending of the wings. To know when to use power that is. Every reltative position and event in the plane body must coincide with the motors. // Per
  736. Important nature medicin Innovation – Curry spice mixed with milk and boiled water. The yellow color I guess has to do with cleaning your body of harmul stress.
  737. Food Innovation – White Point Cabbage and doritos chips. Wow what a feeling. Don’t eat much though. Pure gold. // Per
  738. Machine Learning Battery Guess – I wonder. If you ?decrease the pressure for a volume with a surfplus of electrons. Will the universe teleport extra electrons to that place to attract ions and restore? Some similar problem could exist where the universe need to compensate. //Per
  739. Machine Learning – Could mass rotations be thought of as classifications of machines. Since vectors in a field give solutions to diff. equations and triangles in a field give rise to mesh objects. So rotational circles should give something. Gears predict a certain machine. Vibrations predict new machines? //Per
  740. Machine Learning Innovation on the Rasberry Pi – Trace the hidden weight matrix with plt.scatter(http://model.l1.W.data [:,0],http://model.l1.W.data [0,:]) . Could lead to generalization if you compare the direction and stop the points takes. // Per
  741. Raspberry Pi 3 as my only computer. Just since its possible. // Per
  742. Browser Innovation – What about firefox and chromium with built in python interpreter. So you can code other languages than javascript in the browser. No change to web html but since you can solve problems with python. Why not. // Per
  743. Machine Learning Innovation – What if .Adam or .SGD has a 97%efficiency rate. How do we model a soft update optimizer?
  744. Math Innovation Guess – Could the continuum be augmented with free fall limited functions. Functions similar to chains. Limited freefall functions. // Per
  745. Novice Programming Innovation – Python Pyzo mark lines and run selection. Can debug inside for loops and functions. Way good.
  746. aspberry Pi Innovation – Pyzo interactive python IDE. Really very good. Running on Pi3 berryboot MATE16. Install with $sudo pip3 install pyzo // Per
  747. Raspberry Pi – Running machine learning on the Pi with pyzo a light weight python ide. Chromium was a little bit slow for google colab. They really should have a lightweight client for the terminal and desktop for the rpi.
  748. Machine Learning Fusion Sun Guess – Could you take advantage of a classification flow. Flow from indata to reductions classifications. Just meassure where the reduction points are and make something ?similar. // Per
  749. Machine Learning Tests – Since anything can be input to function. There is much important to predicted. An image can produce a histogram. What about the inverse. Learn histrogram data sample to corresponding image. // Per
  750. Machine Learning Innovation – Could you ask a model if it forgot or lost its sample value. Like 0/1 question. So another model_memory(X) tells if model_brain remembers a sample. It predicts a number between 0..1
  751. Machine Learning Innovation – What if you need to use a radio multiplexer -demultiplexer setup for machine learning models(). Looks like a solution for similar problem. // Per
  752. Machine Learning Math Guess – Top Number object I guess would be similar to a black hole. You cant hole+1 since it sucks in everyting.
  753. Machine Learning Math – Classification Thought – Why discard errors if you could move them. They carry information so otherwise you risk another error appearing. // Per
  754. Peace Medicine For a Tiger – A little Curry, Milk and Boiled Water in cup and sip a little. Perfect
  755. Machine Learning Battery Idea – Since you need energy left in the battery to be ion-move-ready there should exist concentrated heat battery. Where the mass model adapts its move paths to a energy source. Like laser heated dots? // Per Lindholm
  756. Machine Learning Math Adapts – You get Not-Linear from F.relu(x) where x could be a neg. number but the result is positive. The same way you could do for complex number plane. 4 sets in each quadrant is filtered so you have 4 not-quadratic solutions. F.relu4(x+1j*y,quadrant=0) // Per
  757. Guess – A reason why bananas make themselves vulnerable to disease is attracting insects. The fruit A.I system is intelligent. From this the conclusion is that we need more insects that eat fruit. Or otherwise they will become super fragile. // Per
  758. Machine Learning Infinite Equal – Adapt the model after an inf. number of equal signs. Could this be done? If the number of equal signs are random then the model can jump over a lot of tests or adapt to that enviroment. Equal signs are loss functions // Per
  759. Machine Learning Math – Invent new math by naming functions with property names. For example the logarithm() is an adaptation function. b^y = x with the structure guess f1(b)*f2(y)=f3(x) and using ML to derive the different functions ln(b)*y = ln(x) // Per
  760. Machine Learning – Light Activation heightfield light emmision lamp. I think light can activate parts of the weight related matrices. Showing a blender anim of height field of a matrix. Remember ML math adapts so you don’t have to. // Per
  761. Machine Learning Guess – Could the truth be the border intersection of a median filtered matrix. Its looks like two curves hit each other so it has something to do with equation solving. // Per Lindholm 2019-may-11
  762. Machine Learning Inspiration – Using engineering for model inspiration. Blocks of atoms or larger weight clusters in to parallelogram. Or seeing if graphite has some interesting ML properties using beam bending. Hmm should break. // Per
  763. Machine Learning continuous function Guess – Does a continous curve with incriment dx also perhaps have a point inbetween since it solves some problem of classification. An type of imaginary number and point on the curve not belonging to the processed argument but help data.
  764. Machine Learning Math Guess – Could symmetry be solution-parts encoded in ?geometry and mass. Supervised geometry could be two halves with some truth that a function of each half belongs together. Thats my guess. So an infinite universe must have much symmetry to solve problems.
  765. Machine Learning Math – Sort math formulas after their information properties. Like information storage, sensitivity, accuracy … Math adapts not the way around // Per
  766. Innovate Bangladesh Agriculture – Free Solar Panels For DIY projects. The feeling of free energy enables people to think creatively. Therefor distribute a set of solar panels the locals can expirment with. Solar water pump, different machines.
  767. Machine Learning 10 independent variables instead of a vector of size 10. Works much better and you don’t get the model to guess for lack of choice. Variables produce y0..y9 a value of 0..1 depending on signaling for a perticular number. // Per
  768. Machine Learning Math – Sort math formulas after their information properties. Like information storage, sensitivity, accuracy … Math adapts not the way around // Per
  769. Machine Learning Water Science Guess – If you put water on the arm after training. You will feel tension. That ?could be water to muscle communication. So water knows how to fix things. So water could set the update derivative on all other products. Improve with water data // Per
  770. Machine Learning Math – Vibration limiting model(). “m1«m2«m3«m4«m5” a boxed in model where m1 is free lower but limited upper at a variable but hard to change value. // Per Lindholm
  771. Machine Learning philiosophy – Why should why reasons be independent. Similar to problems different why’s might really belong the same group. A clustering of why reasons.
  772. Machine Learning Math – Breaking the rules in Machine Learning y = model() with assigning different values to http://y.data from if statements. Essentially making math errors. Math errors as a concept using http://y.data = …
  773. Machine Learning – I wonder if the internal process in the model() can be made into a series of classifications. So its calculates exact or wrong.
  774. Machine Learning Innovation Guess – If the solution under plt.hist(y) looks like a normal distribution. There should exist something like normal solution together with the exact perticual and homogenous solutions. Solution make it easy for the model to make a normal solution.
  775. Machine Learning Battery Innovation – Laser Activate The Acid In A Iteration Battery. Laser activation from a machine learning model(). So it can learn the optimal patterns? // Per
  776. A large matrix evolutionary would not have existed if it had not learned to share values. Sharing numbers between units is somewhat contradictory to a narrow loss distribution. // Per
  777. Machine Learning Battery Idea – Looking at manufacturing machinery. Could they be used as input to a ML model() for predicting which battery performance you get. Then change the machinery CAD data and get a prediction of a new and better battery. // Per
  778. Maybe there exist rice tasting potatoes? Would solve hunger and ?water problems. Climate change Food Survival Innovation Guess – What if you could innovate plants to grow some parts otherwise above ground under ground. Like sweet potatoes taste like butternutt pumpkins. // Per
  779. Machine Learning Math – Simulate Calculations or Fake Calculations – Like an artist would paint a painting. Machine learning could perhaps fake calculations.
  780. Do it yourself Accupoint Heat Treatment – Dip paper tishue in hot water and find the points on the body where water can do its work. Works better than expected. Only a light touch until the heat and body works together and the feeling gets better than before.
  781. Machine Learning Food Innovation – Reduce Food Waste with a % rebate model(). The idea is to use a ML model to suggest food and offer a discount on the all of the products together. // Per Lindholm 2019-may-08
  782. Machine Learning Math – Similar to origo. There should exist an endpoint corresponding to the goal solution. Origo where you can start your vector (not the solution) and the enpoint where the process vectors finally point all to. If you have a single solution // Per Lindholm
  783. Machine Learning Math – Measure sampled data from a problem equation. This way ?more equations could be solved. You just use the data in a combined loss // Per Lindholm
  784. Machine Learning – Exponential to Imaginative Calculation – Imagine cell division and fit calculations to it. The idea is that each calcualtion will adapt to this problem. Accuracy might be reached only when certain amunt of cells has been reached. Non linear calculations. // Per
  785. Machine Learning Innovation – Construct *any tensor from GAN question model and a vector which you combine in a factorial way. The model then just selects which values belong to the tensor. // Per Lindholm
  786. For India Personal Cooling Invention – 2 Wet Wash cloths sewed together around the arm personal cooler. // Per Lindholm 2019-may-07
  787. Machine Learning Math – So the will of a circle would be to find Pi and Pi to satisfy the circle. // Per
  788. Computer Security – Could spell check be part of a verification checksum? A sort of higher intelligence checksum. “Spell check Complete”
  789. Machine Learning Insight – Why use sums in machine learning models. A sum can give the same result for different input. 0+1=1, 2-1=1, 3-2=1. Much like a model. So sums has something to do with machine learning. // Per
  790. Machine Learning Insight – How do machine learning work? My guess is adaption. Make up anything some mathematical. A matrix formula and see if it learns by adaptation. Its as simple as that. // Per Linholm http://peroglyfer.se
  791. Venezuela Peace – Massive Amount Of Business Deals Idea – Any one with an internet connection and some bitcoin could make business deals with Venezuela. No matter how small or big. That would get the economy going for the long run.
  792. Machine Learning Water science guess – Can water be used in data science. Maybe water can noise reduce?
  793. Machine Learning Backteleportation of water Guess – If teleportation of life is possible. Then its has to mimic cell division. This opens up a ?possibility for half-cell division or missing molecule teleportation.
  794. Machine Learning Fusion Guess – Hydrogen that needs to iterate or burn with oxygen could perhaps get extra energy from the suns fusion in a kind of energy teleportation. Question is. When would this energy transfer need to take place?
  795. Machine Learning Battery Invention – Battery where you can move small material defects. Beneficial to the performance and capacity of the battery. To iterate their positions with machine learning. I guess you can move the defects with electricity and then when its in position you heat a little and it get stuck there. // Per Lindholm 2019-05-03
  796. Hurricane Innovation – Evolution suggests yetengines survive rough winds. Could it be because the air need to recalculate its paths. Basically what happens to natural wind when exposed to yet engine wind. A yet engine could be a hurricane supression device? // Per
  797. Machine Learning DNA as Iteration Chemistry Guess – You can construct a cube with two planes and connecting them with lines. The connection is the universe ML iteration model() @ work. So DNA as two lines with complex connections. Iterating a ?2D weight matrix. // Per Lindholm
  798. Machine Learning Fusion – Could a quadratic surface area work (tokamak replacement). Easier and an EXACT matrix solution is possible. // Per @perrabyte
  799. Peace Idea using Bitcoin – Cyclone Ready TinyHouses. Get innovation funding from the international community? Could bitcoin be used for this innovation?Could tiny houses on wheels built for cyclones be air lifted out/in place with big drones?
  800. Fusion Solved? Machine Learning Atoms model() – During fusion. Atoms ?can not adapt to its surroundings since internal change is going on. So a venn diagram of control volumes would help. Fixating the surroundings? Making it easier for atoms to focus on its inner change. // Per
  801. Machine Learning Math – In ML math rules does not matter. Its about possibilities. Two rule matrix multiplication with a row and col vector for each matrix A. Why does not matter. The important thing is that ML adapts. // Per
  802. Machine Learning Water Science Guess – Create a gitter matrix of water. Meassure the real time temperature. The assumption is that heat is needed for water iteration. Follow the energy is like a GAN question in the water matrix. For solving ?any question. // Per Lindholm
  803. Machine Learning Physics ?Relativity Guess. I wonder if light traveling at lightspeed can affect time. Looking at a patch of a light emitting object. I would be very difficult to get a weightmatrix update if not synced. So updates in the patch need to wait for each other. // Per Lindholm
  804. Machine Learning Air conditioner – Could There Exist Cooling Electrolyte? Anode, Chathode ?
  805. Machine Learning EV/Train? innovation – In car racing speedway you need to have ?hot tires. So why not invent an inboard hair dryer or hot air car tire dryer. Could this work for car road handling?
  806. Machine Learning Electric Vehicle Innovation – If water does not like vibrations. Why not use water or some other fluid and measure an onboard container using accelerometers or electric resistance and use the data as input for vehicle settings on the motor and ?suspension. // Per
  807. Machine Learning Battery – How do you construct a battery with an internal ion sorting algorithm. ?Since nothing is random. Different imperfections could perhaps choose among ion ?variations.Could entropy generation be used by the network to create a remember pattern for function.
  808. The Most Important Peace Idea – Water Desalination Education Q and A Live Shows On Youtube? Innovation Needed In Desalination. Problem space for desalination are not unique to desalination it can borrow from other fields?
  809. Machine Learning Physics – I wonder if the electron path in an atom creates a machine learning weight matrix mask. To change the functionality of the atom at the given instant required. // Per Lindholm 2019-04-24
  810. Machine Learning Battery – Could the ion use its model of the world to meassure the ?speed of light in different directions to find its place in the battery? Or how does it find its place since nothing is random. // Per
  811. Machine Learning Physics Guess – What use have electrons of loss functions? I wonder if it uses energy to finish in light speed time. The number of venn diagram fits is then proportional to the heat generation. To get the level of universe accuracy // Per
  812. Water Desalination – Since salt and water go together for a long time. Water have time to adapt. Thinking in life optimation terms. A fast sort mechanism for water would be water that sticks to stones and rocks. This water is aimed for evaporation and therefor fastsorted.
  813. Machine Learning Beyond Quantum Computers – Universe Computer via Electric Computings Effect (problem space) generating feelings ( answer space ) Get Electric effects by stacking CPU in 3D. Calculations per volume cubes? // Per Lindholm.
  814. Machine Learning Intelligent Physics – Classify acceleration and velocity from entropi as a function of time and space positions. I got the idea from the possibiliy of a venn diagram of a,v,pos but they need to be independent. So how to meassure directly? Entropy_pattern(t,x,y,z) // Per Lindholm
  815. Agriculture Innovation – Water falls downwards so could there exist merge watering of crop land. Using highspeed rotational effects or gravitational effects could there exist flying cropfields. To be used in a merge watering scheme. Recreate the motion of the dance spinning thing on earth generate zero-g?
  816. Machine Learning Water Science Guess – What if water has stored in each molcule or set of molecules the entire set of earth related loss functions? Then you calculate advanced things without knowing the true target data examples. // Per Lindholm
  817. Machine Learning Guess – By Association Water has to do with life so detecting infections or ?cancer should have something to do with water. So I think we need a machine learning water model() and water scientists. // Per
  818. Machine Learning Physics – Padding Input X with another model2([1,0]) could be similar to empty physical space. Its not really empty but a faint iteration of mass to make calculations better // Per Lindholm
  819. Machine Learning Innovation – Super Easy Bandwitdh increase – Two! loss functions. loss = F.mean_squared_error(y,yt) ; loss += F.mean_squared_error(y,1000*yt) // Per 98.3 vanilla 100 unit 3 layer model. Just go from 2 and higher to 1000.
  820. Machine Learning Phyics Fusion Guess – Is the active weight function overfit? Showing streaks compared with a simple MNIST problem suggests this could be a general problem. Overfitting in Physical Plasma Fusion // Per
  821. Machine Learning Invention – Moving Wheel Axle – ?Less Friction if the wheel can find its sweetspot position. // Per Lindholm
  822. Machine Learning – Black holes are Super Dense Weight matrix in regular matrix. Looking at space I wonder if black holes are like a circular masks in machine learning. Just because masks serve a ?function they have to also exist in space. A more dense weight matrix is the answer? More complex problem solver! // Per Lindholm
  823. Machine Learning Generalization Guess – Could a way towards generalization for a model() be to apply multiple problems. X1 = mnist, X2 = line lenghts, X3 = number of point circles. To be solved at the same time. 3 different kinds of input 3 different targets // Per
  824. Business Idea – Sell Pair Phones. Two equal phones for all kinds of possibilities. Always have one phone fully charged or lend one of your phones to your husband who lost his phone on the vacation. // Per
  825. Refugee Livelihood – Sell Vegan sandwich toppings. Vegetables or little meat toppings. Billion dollar idea?
  826. Machine Learning Physics – Everything Can Be a GAN Question Of Yes and No. For instance. Did I the mass recieve energy from right universe or some other universe Yes or No. An alternative to the conservation law. Energy can neither be created nor destroyed. // Per Lindholm
  827. Machine Learning Physics – Supervised movement. With dual coordinates. The universe can compare the next position in a possible sphere and select one that is physics photo realistic. GAN generated movement.
  828. Battery Idea – Tested Saltwater in an air inflated balloon. The saltwater burned a hole in the balloon quickly. Tested saltwater on the outside of a balloon and no hole was created. Could this be used for a battery. Have an air membrane container with a surrounding electrolyte? // Per
  829. Using the ion weight-matrix. A matrix function of whatever the ions need to do in the event it needs to change.
  830. Machine Learning Battery MASK! – What if you made the surface more efficient. Like a weight matrix in machine learning models(). I had success with the diagonal lines. So why not a mask with diagonal lines. Masked areas are not used by ions // Per Lindholm 9 april 2019
  831. Machine Learning Gravitation Battery Guess – If ions behave in a battery as if they were in gravition less space. They would require heat to self correct their movement. Lots of rotational effects. If so what could be done to take advantage or prevent this?
  832. Machine Learning Battery Guess – Does there exist an iterating electrolyte. One that adapts to the current settings?
  833. Machine Learning Physics – Zinc copper wire could have ?better properties if put in series like a battery but working as a conducting electric wire.
  834. Machine Learning Material Science Guess – Could water as a add-on membrane classify the material? Looking in the microscope for the computer CD effect of shifting colors. The image of different colors then classify the material? Color pattern may vary but classification stay the same from the model()
  835. Machine Learning Energy Invention Aid – Using electric AI trucks to deliver mass like pumped hydro. For energy storage and battery electric power // Per Lindholm
  836. Machine Learning Water Weight Matrix ? – When wiping the screen with water cloth I realized that water and light form a network. The color pattern resembles machine learning weight matrices. The matrix acts like a function of what water should do? // Per
  837. Super Idea – Life Optimized Cooling – Air filled balloon simulating a head and a wet cloth to cool it. Air and wet cloth iterating the perfect temperature. Idea could inspire new kinds of energy efficient air coolers // Per
  838. I think maybe water can teleport heat. Could work wonders for car batteries in the winter? // Per Lindholm
  839. Peace Idea – Save 90% of the Water By Building Tiny House Toilets on wheels. For security Phone unlocks the surrounding gate and door by logging in with an app. Make it a business. Take a small fee and earn money.
  840. Wind Power Innovation – Maybe a pendelum ballon heated with an efficient heatpump?
  841. Machine Learning Turing & Halting Problem – The model() answered no but meant yes. Or can a model() lie to solve a problem? Both yes and no is an answer // Per
  842. Peace Idea – Potential Energy Breakthrough Wind Power – Lighter than air balloon. Using the wind for power to rotate a horizontal electric generator. // Per
  843. Peace Idea – Why diversity – Venn diagram in intelligence required to pass a statement as true. Is much better strategy I think. It makes things understandable from the heart. Its like a vector going the right direction
  844. Hair Cutting Innovation – Dual chair system for hair dresser and customer? To reduce bullying. I think hair cutting needs innovation.
  845. Machine Learning Math Innovation – Not all is set at the beginning. f(x) = x + time_wait(cond) : x**2 as an imagination example // Per
  846. Machine Learning Super Fermat 10 variables^3 – Solved the eq. a0**3+a1**3+a2**3+a3**3+a4**3+a5**3+a6**3+a7**3+a8**3 = a9**3 using a machine learning model() // Per Lindholm 29-mars-2019
  847. Peace Idea – After peace does not come war. It comes sustainable peace.
  848. Peace Idea – Always Wifi + bitcoin – Service Provider And Customer Middleman Splits the a small fee in bitcoin. For letting ?limited bandwitdh wifi signal to the surroundings. Help pay for fuel generator / solar panels during black out. Vital.
  849. Super Machine Learning Physics – The view from which a particle travels ?should be life optimized. That is. Not to give dizziness.That is. Dizziness is a loss function.
  850. Insect Awareness Innovation – Stop the use of biofuels and let the insect, bee population recover. We cant afford another man made catastrophy. Research is needed on allergens for insects?
  851. Machine Learning Physics Guess – Everything can be classified. Even water molecules should then be different. To tell them apart. Indirect classification by paths taken can probably be one way // Per Lindholm
  852. Machine Learning Physics Guess – Could gravity be mass in a Wave Form? If teleportation is to exist then mass has to travel through other masses. So what better way than in gravity ?wave form. A wave is not so rigid as mass so this is ?why its gets through // Per
  853. Peace Idea – Pumped Hydro and little rock. What if you could save on water. At the same time clean and process water using natural processes. Im wondering if water could be suplemented with little rocks, sand and such for the energy storing weight but also cleaning the water. Could cleaning water pay for itself in selling stored energy? /Per
  854. Peace Idea – Venezuela Crypto Aid – Recive a lump sum then payouts of the crypto currency as time goes by. In case of power or SMS or Internet Failure. Time unlocks the payments. Crypto Currency Backup without communication
  855. 1000x Better Company Innovation – Guess Experts. Remake everything innovative into smart guesses. Retropectively. Then the guess experts can come up with new innovation much easier. Ideas are an art form and not easy
  856. Battery Innovation – I missread active material for Archive material. Storing stuff in a cool dry place? Then should the ?two different parts of a battery have different environments? One for storing ions one for ?
  857. Electric Bus Taxi – Since Electricity is ?way cheaper than diesel. Taxi drivers could perhaps run entire bus fleets when necessary. Different size EV for different times and events in the suburb city area.
  858. Machine Learning Innovation – If you create a view on an invention. Then turn one the parts into a square box but in the right place. Machine Learning could use this as supervised learning. Predict the decriptive name of the part from only viewing the box and its surrounded parts
  859. Innovation Idea – Creating a number of inventors could be a global 2020 goal
  860. Innovation Idea – There are Data Scientists so why could we not convert some of them into Product Scientist. Machine Learning could be gold knowledge for generating new products essential to human survival. Low power Air conditioners, water, … .
  861. Machine Learning Desalination Idea – Is rain a compressible fluid? Special membrane. More pressure options.
  862. Machine Learning Air Conditioner p()*V = nRT Guess? – From the ideal gas law I guess that if you iterate p = model() so that T could go to a certain temperture. The loss = F.mean_square_error(p*v,nrt) and loss += F.mean_square_error(T,18).Let pressure, p() iterate between 0 and 1 around 1atm ? and take away the heat.
  863. Machine Learning Invention ?Principle – With a combined loss = loss1 + loss2 then second model2 could adapt for a win win. So every component in the invention could iterate to adapt to the overal function or overal zero loss target.
  864. Machine Learning Invention Inspiration – Predictive Cooling and Venn Diagram Of different models() to get the Most likely parameters. @CoolingPrize! // Per
  865. Life Changing Peace Idea – Solar Panel Manufactoring In Every Country More or Less – Energy Security Is Sustainable Peace. For when things happen and imports are affected. You need internal self going production with energy from the sun for those solar panel factories. Its an easy win.
  866. Machine Learning GAN model() Desalination – Since everything ?can be predicted to a class. One way to improve desalination would be if you could predict a secondary model on which membrane device the water comes from. Add this loss to the total loss and get a better overal system. To know what to improve I think. Competing membranes. Other learning methods?
  867. Black Hole Soap Bubble – Since a black hole is ?large it could cause a lot of problems if it did not have information about the universe. Then I suspect it gets its data from gravity being so dense. So information goes into the black hole model() for a reason. Nothing is random.So everything that is caused by black hole needs careful consideration. Then I it could be that the black hole with all its information in its models() teaches earth about differential equations. Circular diff. equation being the soap bubble life metric target. // Per Lindholm
  868. Machine Learning Math Innovation – Functions As Limits – Everything can be a iteration towards another function or value. Could perhaps solve singularities in math equations where the equations adapt with function limits.
  869. Ikea Solarville microgrid – Very good. Solar panels on each building could be ?complicated. Why not go for a inner energy market with 2 Cooperatives. Iterating progress. As starter. Sewed on thin solar panels on a carpet which you bring in during the night for theft protection. // Per
  870. Machine Learning Math – The frequency of ?some ?loss function should increase as you near an event. Since models need to iterate to change to get perfect results. The model() thinks before it outputs. So then what is the loss function for the weather temperature prediction?
  871. Machine Learning Atom Like Model() Guess – I wonder you can alter the small model around the bigger model. And create a Venn Diagram for incomming information. So the smaller electron model really is many models depending on its position and time.
  872. Venezuela Power Cut Crises Idea – Light And Thin Solar Panels Sewed On To A Carpet – Idea – Build Your Own EV Charging Kit earn money and secure energy // Per
  873. Light Theory Of Continuity Classification Guess – If Something Leaves An Atoms Force Field It Is Classified As A Force Within That Time Period. Since The Classfiication Volume Is So Small. Therefor Light Is A Force At The Beginning For a Short Period // Per
  874. Machine Learning – Reset Model – Keep Succesful Params – For loss iteration to be smooth. You can just simply copy params between two steps and do an if statement. Keep to proceed with new params for each batch of 1000 samples. Dont forget to reset the model for new params.
  875. Very Important Climate Change Idea – Use a ?laser to control ?CO2 molecules to direct % of sunlight far up in the sky on to a small concentrated solar panel. Could save crop fields, water and produce lots of energy. // Per
  876. Tiny House Solar Village? Internal energy market for car charging?
  877. Machine Learning Battery – Overlapping Diff equations – I wonder if you can use multiple overlapping diff. equation paths for ions. Where you alter the path of the individual ions at the ?right time it becomes another ion according to the diff.eq classficiation. // Per
  878. Machine Learning – Engineering – What if you do stress testing of constructions with water simulations? Like in Blender 3D fluid sim?
  879. Machine Learning Fusion – If matter are small model() networks. Then since the sun is large. You need a large network to solve fusion. Or you can use a repeating circular layer network for ?sorting. Since the bulk of fusion ?is information and heat. Like a machine with laser precision sorts out apples or tomatoes in production.
  880. Mega Battery – Light Cavity Generating Battery – Inspired by solar panels I wonder if its possible to use light generation to create cavities to filled by ions?
  881. Light Invention – The one does not preclude the other – As a backup to striplight or any other kind of ligth. LED light is small enough to be fitted as a backup. In case of primary source failure. Cheaper for apartments and maintaince.
  882. My Idea generating sentences // Per * What ever it is it has to make sense to a network(). * When in doubt assume a model() exist for this function. ,…
  883. Livelihood Idea – Youtube or Blogger Shop – Tiny house youtuber and blogger shop where people can sell their content and products. Increase economy by empowering the youth // Per
  884. Bitcoin Generation Investment Idea – Fast Pop Up Infrastructure. How many smaller specialized infrastructure buildings could there exist. How many variations of libraries are there. So that the right infrastructure could be found quickly and that the whole country can benefit.
  885. Peace Idea – One idea is that every generation have a crypto coin currency of their own. Its there future. So investments will get better and better // Per Lindholm
  886. Peace idea – Should There Not Exist A Peace Price For A Country Like Money for and award a Summer Olympics event. Then I bet peace has some major chance.
  887. Analytic Peace as a Concept Peace Is Easy To Achieve. Easy to iterate. If you have options. So you wont get into a local minima to get a sustainable solution. Find all extra functions for peace. // Per
  888. Machine Learning Invention Speaker Piston Cylinder – Where Every There Is Pressure To Convert Heat Into Work. I wonder if you can have a speaker with anti sound for ?higher efficiency. So you have a piston and a metal speaker in the cylinder. With iterated sounds for more work.So you ?can run a passenger plane with a small number of fuel piston-sound engines to electric motors
  889. Machine Learning – Select Reasons – A reason could be select elements in A that is equal to B. Closer to the truth. A=B. Another reason could be select elements which are close to a regression line of two or more model_i() outputs. So a reason could be an equation Ax=b.
  890. Machine Learning Physics Fusion Innovation Strategy – Are there co-inventions we can develop to get to fusion faster? Like getting over local minimas like with the car batteries and overhead wires?
  891. Machine Learning Test – Gray To Color. Cheat method. Probability more closer to the truth for small steps.
  892. Machine Learning Innovation – Cheat a little – You can learn by y = model(X) and update or you can occasionly cheat by y = np.random.rand() + yt.
  893. Machine Learning Math – Two ore more equal signs – x + y = x + y = x + y is True then there is a possibility for two or more equal signs. I think its just a cut off which x and y are possible // Per
  894. Machine Learning Math – The difference between A and B if A == B is that the history is different. A might come from sum(vec) = A. Different future? Pi and probability belongs a little since the decimals of pi show random distribution parameters // Per
  895. Machine Learning Agriculture – Allow the plants to iterate?. Energy efficiency, (Th-Tc)/Th = n related to plant problems. Guess. If looks like the plant is enjoying themself maybe they are. Leaf shelter if too much sun == drapes?
  896. Machine Learning Guess – Over Problemsolvning – Label simulations that are related to the specific problem. Instead of direct transformation learning. Then ?fit the parameters of the simulation so it becomes more relevant to the problem.
  897. Machine Learning Math Guess – Invent any imaginary Problem and solve them and you get a more complete Mathematical Framework. For example. Math Forces are ?objects that move problems out of deep layer models()?
  898. Machine Learning Physics – Black Hole Network. When in doubt assume a network. Gives a black hole is a network that stops harmful things coming out. Black holes ?are not new physics but new intelligence due a lot of added problems.
  899. Machine Learning Math – Thought Math – Draw a bubble around a number or variable in an equation and imagine what this could mean. Then try to program solve a problem like this in machine learning.
  900. Machine Learning Paradigm Thought – If You Cant Split The Problem In Part Truths You Can ?Always Split It Into Many Guesses // Per Lindholm 2019-jan-27 Guess Mathematics
  901. Idea – Could a cause of a vulcano eruption be that not wanted material got under into the lava? CO2? So a the eruption has some meaning and is not just a physical effect.
  902. Machine Learning Idea – Using GAN asking to solve an equation. Showing x,y,z as the iterate towards the answer // Per
  903. Machine Learning Guess – As a possibility you can wait for some of equations in the system. Why solve all at the same time. Could produce more complex paths otherwise. Here I waited for y1-y2 -> 0
  904. Machine Learning Innovation Idea – Generalisation by same language model0(). y1 = model1(model0(X1)), y2 = model2(model0(X2)),y3 = model3(model0(X3)),… Where X1 = MNIST sample and X2 = Cifar10 sample And X3 = something else in image format. Image showing most linear recognition //Per
  905. Towards a Machine Learning Super Battery – Are different laser printed hole patterns different in their ion properties like capacity and transport? Laser aided CD printed like battery// Per
  906. Machine Learning Innovation – Air Condition Device – If There is a need of a compressor. I wonder if you can alter the surface function with a cylinder. Or better yet use a peltier element connected to the front end of the piston. So it cools the hot gas. //Per
  907. Blender 3D Innovation Idea – What if you take three render models() and iterate until you have enough intersecting pixel color values. Could this set be the inital value basis of a differential equation that solves the overall image with super high resolution? Venn Diagram Usage
  908. Towards A Super Battery – Inspired by ?saltpaper. Could sandpaper or paper with crystals be a no brainer thing of a super battery?
  909. Machine Learning Physics Idea – Predicting simulated turbulence with a w = model(rnge()).
  910. Machine Learning Math Idea – choice_division(a,b). Where you get a rest that moves between the even parts. Dynamic object?
  911. Machine Learning Physics – My most important tweet ever. Small fusion so that we have time and money to get the data samples. Million+?
  912. Machine Learning Complex Math – Doing some complex root finding with machine learning model() and chainer framework. y**2 = 1+1j gives y = 1.0986842+0.45508987j wow
  913. Machine Learning Physics – Force Or Acceleration Which Comes First. ( ? ) * F = m * a * ( ? ). My answer is that both are something else at the very start and that ( ? ) iterates fast to 1. // Per Lindholm 2019
  914. Ultra Intelligent Way To Learn – First Read a little Bit Then Innovate By Guessing a Next Little Step. Read the next little Bit and guessinnovate the next. Keep doing so and you will be able to innovate forever.
  915. Machine Learning 0..1 Math – Finding new functions? Math Universe needs to Split the first largest areas of Sum(every function the x = 0..1 window). Indication of a new function. Fill in the holes in the 0..1 window and you get something like a fractal. Conjectory – All functions applied to the window x = 0..1 makes up a fractal.
  916. Machine Learning Insight Idea – Internally model() Initiated For Loops? For when there is no iteration-path and you have to use a little brute force.
  917. Machine Learning Insight – Super Duper Calculations – y , sane = Classification(Regression(X)) , sane(y)
  918. My Machine Learning Math Limit Idea – List Limits – Defined as lim(a,a->np.any(list)) where list = [n0,n1,n2,…n] // Per Lindholm 2019-feb-09 morning
  919. Important Machine Learning Innovation – Stacked Venndiagram. # 9716 of 10000 samples presented with 99% accuracy with a simple model(). Only show the result your sure about.
  920. Peace Idea – Internet on Wheels – Does There exist a solution with something like electric poles on wheels but for many redundant internet fibers. 100-1000Mbit per household sounds like something people want
  921. Peace Idea – Could we have Electricity Poles on Wheels? This way world electrification would not be impossible
  922. Peace Innovation Idea India- Why not take after Elon and create tunneling robots for all country electrification
  923. Machine Learning Idea – If functions with adaptable limits. The idea is to have a high rise function without it having a difficult derivative. Let k = model() and y = kx+m for that section.
  924. Innovation Idea – Could Ultracapacitators Improve Efficiency For Air Conditioners? Help Solar Appliencies. To Reduce Bills From ?Effect Tariffs.
  925. Machine Learning Math Guess – From AI Wordbook Associations. Stress Engineering And Singularities belong together as a singularity is a break of structure or break of computation. Interesting image
  926. Machine Learning Guess – One way x**3+y**3=z**3 could fail would be if information from x could not move to y since they are interchangeable??
  927. Machine Learning Physics Invention – Guess An Invention Including Heat,Cold,Velocity? Dynamic Peltier?
  928. Machine Learning Physics – Water Weather Accuracy – As the number of snowflakes are unique. I wonder if this can be used to test the accuracy. Predicting which ?two snowflakes will hit each other at the ground first. This so accuracy will be improved to water each plant on earth.
  929. Refrigerator Idea – I think you could gain open/close effiency of a refrigerator by filling it up with party baloons.
  930. Machine Learning Idea – A sort of generalization is putting a line between points in a curve. Linear Part Of a Maclaurin Series f(x) ~= f(0)+f'(0)*x+… This Suggest you ?can transform the multidimensional input to a single parameter.Compare the linear approximation with y = model(x) between points. Should give a more stable model().
  931. Machine Learning Idea – Unsupervised Clustering With supervised models() via loss functions. What can a classification of f(x) = x look like. Smooth transitions?
  932. Machine Learning Physics – Why should the atom have a spherical coordinate system when it ?could self-organize to meet any problem. I Wonder If It Just Dynamically Alternates Between different coordinate systems spherical, polar, cartesian?, … // Per Lindholm 2019-jan-31
  933. AI Wordbook – What if a black hole as a dense object takes advantage of all other ?dense objects like prime numbers. Prime numbers I guess are dense after the definition of primes.
  934. Math Guess – Does There Exist Variables That Are Not Allowed To Solve The Equation Alone? Me
  935. My Math Fermat Guess – Taking the derivate dx~dy in the equation x^n+y^n = z^n I guess the ratio dz/dx ~= (x^(n-1)+y^(n-1)) / z^(n-1) must be able to have a prime number for z which holds true for n = 2 not 3,4,5,… for 3x,4x,5x the ratio is 7/5
  936. Traveling Salesman Problem A Step Closer? – Looking at the reflection in the sphere you ?could optimize the path i a circular map to plane fashion? At least the light going straight paths has to find the minimal path to go straight.
  937. Machine Learning Physics Guess – Every state of matter must be evolutionary defendable. So space nebula gas as an entropy example would pick up energy fast. Iterate over vast distances fast. Thats my guess. A fast heat equation.
  938. A.I To Support billions of people and their livelihood. That’s is Big. Saving The World Many Time Over Idea – Make machines Like This Only Cheap and Big Enough To Fit A Small Livelihood. New Catagory Products Household To Livelihold
  939. Fire Protection Innovation Guess – Active Firewall With Circulating Water. Cooled ?Under Ground. Like a water cooling CPU block. // Per Lindholm 2019-jan-26
  940. Machine Learning Math – Key Finding? – Every Equation can be modulated with the 1.0*term replaced by Limit constants. So c0,c1,c2,… = model() and F.mean_squared_error(c0,1.0). As the solution progresses. c0 in the equation approaches 1.0 which corrects the equation // Per Lindholm 2019-jan-26
  941. Machine Learning Physics My Thoughts – Battery Rewritten Becomes Threshold Battery. Innovating Different Thresholds And You Get Different Batteries. Could A Circuit Provide a Threshold In That The Electron Problem Changes. Until Discharging When The Threshold Becomes A Catalyst.
  942. Energy Innovation – Should There Exist Metal Fuel Cells? Run on hot or cold metal?Since the by product ?will contain a little CO2 and steel holds a little carbon. Im wondering if there is a high carbon iron mix. A fuelcell metal. And since high carbon iron is brittle. Could this be a similar problem to dry old wood. It to works as a fuel // Per Lindholm 2019
  943. Agriculture Innovation Guess – Should There Exist Something Like Soil Design. Similar to material design. Layers With Different Abilities Stacked Or Otherwise Working Together
  944. Machine Learning Physics – A machine learning network Is Similar To Electrons In A Wire In That It ?Is Push To Push Mathematics. Then everything you can do with electrons should exist for networks. Coil Networks. Network To Network Induction,…
  945. Machine Learning Physic Ultra Battery? – Why Guess – One Reason For Electricy Could Be To Heat Mass Quickly At Different Places At The Same Time? Then The Idea Is To Learn A Mass?Mesh Network That Also Transports Heat By Electricity? Then Tap That Electricity For Power. I think you need pressure // Per L
  946. Machine Learning Math Guess – Could Singularity Free Math ?Be Dependent On Freewill. Some kind of elbow room or anti freeze. What if there is an associated normal distribution to every value iterated in a model(). This so it can iterate itself out again if in trouble // Per Lindholm 2019-jan-24
  947. Machine learning – AI working as a clue giver. Just because its probably easier to do this than let AI design a theory by itself.
  948. 2D Recognition Art – Aided by Noise3D Blender. Creating fantasy characters is not easy but as a start you can create a random object to use your own recognition or why not develop a machine learning recognition algorithm to select one good start. Below a winged ant animal : )
  949. Google Colab Idea – Please Extend Google Colab With A Linux ?VNC Instance To Be Run From The Phone,Tablet or PC from any operating system. A Personal Linux Cloud Computer Free For All. All the needed software already installed. With this poor people can have a computer like everyone else. To make a living, to get money for food That would be a major wow.
  950. Livelihood India, Bangladesh, Rohingya Idea – Android App Tutorials Screencasted From The Phone Uploaded To Youtube,… . Billions of apps, billions of opportunities.
  951. Find Land For The Rohingya – Make them self supportive. Jobs, education, agriculture. Then it does not cost much. So we need brokers to find land for these refugees.
  952. Machine Learning Physics Fusion Guess – Assumption. Everything In The Sun Is Important To Fusion. Machine Learning GAN Networks Depend On Noise. Mean The Sun GAN Solves Its Problems Using Turbulence Which Looks Like Noise. This insight is important since 1 question GAN’s produce badly recognizable images. To my experience. Is a 100 questions GAN enough? // Per Lindholm 2019-jan-21
  953. Machine Learning Physics – Is Dark Matter Another Universe Making A Dynamic Intersection With Our Universe? It should give a gravity effect? // Per Lindholm 2019-jan-20
  954. Machine Learning MNIST Innovation – What if you learn 1 + 1 = 2, 1 + 2 = 3 etc. Complexity Learning? That is. Presented with Two Samples. ?Not Using A Algorithm. Just A model Transform Add Two Samples As If It Is A Recognition Problem. Funny pic..
  955. Correct my Machine Learning Code – colab shareable link below – https://colab.research.google. com/drive/1WveE1F8ljykyR_2S9MQvXVC7hI_IpY_s
  956. Refugee Paper In Hand Innovation – Ideas Are Bigger Than Words – Write Down An Idea. Big Or Small. Higher Education On Wheels Was one of those ideas I saw.
  957. Machine Learning Biology Guess – If The Body System Uses Machine Learning. Then Protein Folding could be a Controlled Molder/degradation Process. Basically everything gets old so why not take advantage of that process? // Per Lindholm 2019-jan-19
  958. Machine Learning Civil Engineering – Could Residual Networks Be Used For Basic Engineering? I Wondering Since The Beam Should Use The Energy Efficiently. Transform a little and then pass it on or just pass it on. X+F(X) Where F(X) could be zero.
  959. Machine Learning Math Guess – If Blender Animation freeze due to some ?near singular matrix. Could a solution be to develop anti-freeze. I mean there could be problem similarity from physics. As a kind of mathematical tool.
  960. Agriculture and Insect Innovation – Solar Powered Fans ?Can also repell insects. For agriculture to protect plants (many solar powered fans) and people. Malaria prevention
  961. Machine Learning Physics – Is There Such A Thing As A Universe Time Accuracy. Consider all things that can happen and you still get a different result every time. A kind of a freewill problem. Do the universe do things different every time. Even if its just a little
  962. Machine Learning Physics Guess – What if you get a better universe by letting models() compete with differential physics equations. ?GAN type setup. Diff eq. provide stability and models() provide flexibility // Per Lindholm 2019-jan-17
  963. My Recipe – Warm Milk + Boiled Rice + Minced Meat (Taco Spice Flavoured) // Per Lindholm Basically try adding some warm milk to the dish
  964. Machine Learning Physics Battery Guess – Could there exist a residual battery model(). Could dynamically skips or partly add to the energy output? I imagine the model() thinking. Should I add a little voltage, pass it through, oscillate it a little, noisify or denoise it. Basically any function.
  965. Peace Idea – Machine Learning Agriculture – Growing Without The Sun. What If You Can Create A Machine Learned Feed Back Loop Between ?Different Light Sources (high midday afternoon,…) And The Health Of The Plant? // Per Lindholm 2019-jan-16
  966. Solar Panel Innovation – Thought Experiment. What would happen if you spray painted solar panel paint on a inflated ballon and then let it shrink. Better efficiency? // Per Lindholm
  967. Desalination Innovation – Could There Exist COP Desalination? Coefficient of performance gained by many low hanging fruit transformations and collection of fresh water in salt water // Per Lindholm 2019-jan-15
  968. Bendable Motherboard Idea – For Flexible Raspberry Pi Project Ideas – I enjoyed the mp3-players a lot. So why not a MP3 Formfactor Gaming Device. Bend around the arm it could be a fun arm-computer // Per Lindholm 2019-jan-15
  969. Super Idea – Food Crises Innovation – Community ?Grow-bag Places. Supporting people. Would you lend out part of your garden area to a family in need?
  970. Machine Learning Physics – With machine learning. Could you detect a strategy from stars against the effect of black holes? Maybe this could be the reason stars form such patterns?
  971. Machine Learning Physics Guess – If Conservation Makes The Universe Better. Then you could have conservation in, computational stability, similarity, atom classification, reflected color, meaning..
  972. Machine Learning Physics – Since there exist supervised learning. Could machine learning also benefit from history logs? What objects have a common history together?
  973. Machine Learning Physics Guess – Electric Batch Work? Is there a way to do batch “training” on an electric motor? To increase the efficency. Efficency might be a type of work prediction. Possible breakthrough. COP motor?
  974. Random Art – Hare – Blender Script Per Lindholm 2019-jan-12
  975. Climate Cange Physics Guess – You must not block sun rays. The solar energy is needed to draw CO2 from the air to plants. Basically irradicate hunger Now full throttle with food crops.
  976. Homeless Innovation – Shop Unit Delivery Service. The idea is to transport pop up shop units back and forth to homeless. So they can operate a little shop. Earn a little money. It could be flowers, bread, … Safe and secure?
  977. What if there exist a light machine learning model() that let photons simulate the Luminiferous aether or ether. That is. The ether does not exist other than in a physical model. // Per Lindholm
  978. I wonder if there exist a version of gravity in the sense that the function needs to improve with ever increasing universe complexity. My idea is that gravity is mass programming at a distance? // Per Lindholm
  979. Machine Learning Physics Guess – If nothing is random. Then a lot of objects moving randomly takes more energy than a rotating planet even though their sum of kinetic energy is the same? Some sort of Order-Energy concept. I guess its a way to get down the harm that an asteroid impact will have on a planet
  980. Venezuela Innovation Food Crises – In Addition To Food Aid Could It Be An Idea To Transport Living Plants. This Way You Only need Water And Sunshine To Let Them Give Food Over And Over Again // Per Lindholm 2019-jan-10
  981. Machine Learning Physics – Gravity is telling empty space. Here is a volume you can expand in?
  982. Cold Weather Food Innovation – Thermos Cup Filled With Warm Milk And Boiled Rice
  983. Smart Minigrid. Light and TV from solar and gas to electric powergenerator for shared cooking energy. That is. The gas electric generator is shared for the minigrid.
  984. Survival Food Innovation – Bread With Cooked Potatoes
  985. Cooling Innovation Idea – Dual Fan USB Powered Evaporative Cooler
  986. Fire Prevention Innovation Guess – What are the possibilities with a dual nozzle fire extinguisher? Different substances that needs to be mixed at the fire and not before. Some sort of chemical ?gas reaction at the fire?
  987. Rural Solar Innovation India, Bangladesh, Countries In Africa – Solar Powered Switch Electric Bus Stations. At the end bus station you change bus to a newly charged one. Its as simple as that. // Per Lindholm 2019-jan-07
  988. Chemical Battery CPU – Why? Perhaps to control the diff. equations. Since ?everything need to make sense to a network. Networks ?should be part of every invention
  989. Machine Learning Physics Guess – Battery As A Chemical CPU. Could there exist a battey with many cells for anodes, cathods. With wired electrodes to the cells? It could perhaps make the battery more efficient if worked like a energy brain battery
  990. Machine Learning Innovation – I think we need a Math Dataset? Imagine new functions, equations. Predict needed equations from associations. To improve the human toolbox, math
  991. Peace Idea + Desalination Idea – Since There Exist Sonic Washer Devices. Could Some Sort Of ?Sound Device Reverse The Process And Create Salt Stains For Later Separation Of Salt And Water?
  992. Kickstarter Idea – Build An Affordable Hospital? No wasted money.
  993. Machine Learning Physics – What If The Conservation Law Or Any Other Physical Laws Are ?Predictive In The Machine Learning Sense. What New Understanding Would This Give? It would know the data it gets before hand?
  994. Machine Learning Physics – Artificial Gravity From A Hole Effect. Rotate An Object Fast Enough. It Will Approach The Case Where It ?Exists At Several Places At Once. But The Mass Is The Same. Conservation Law. Resulting In A Gravity Hole Effect. Just like the positions for electrons in an atom. // Per Lindholm 2019-jan-06
  995. Roma Innovation Startup Idea – Funding For Soup Kitchen Startup Business With Roma Women Making Food For Homeless
  996. Homeless Innovation – Youtube Tutorials For Building Winter Ready Shelters for homeless? #Sweden #Homeless
  997. Machine Learning Physics Idea – Electric Cargo Plane – If We Were Able To Create A Little Gravitational Effect Then Improving An Existing Wing For Pressure Difference Might Work? So The Idea Is To Search For Small Effects To Improve Existing Inventions.
  998. Peltier Device Idea – Instead of giving enough energy to the electron to ?vibrate over to the next metal. I wonder if the ?wires in the device could move in a magnetic field. Taking advantage of the generated forces. I guess that this could be made more efficient.
  999. Machine Learning Physics – Question – Does There Exist Kinetic Energy With Zero Direction? Could Potential Energy be Kinetic Energy with part of it in a Higher Dimension?
  1000. Electric Engine Possibility – Just as a possibility. Dual motor engine. One that drives a magnetic momentum like a flywheel to give force to the other disc // Per Lindholm
  1001. Since photons are light particles should there not exist charged light? So the idea is to use charged photons to accelerate space vehicles to the speed of light, or maybe magnetized photons could do // Per Lindholm
  1002. Machine Learning Physics Guess – For the atom to determine the position of the electron it needs lots of data from a new bouncing field?
  1003. Machine Learning Physics – 3D Probability – ?Everything Should Be Represented Within An Atom. Then Thresholds And Probability Belongs. The Ratio Is An Atom // Per Lindholm 2018-jan-02
  1004. Good Morning Machine Learning Physics – Supervised Learning Would Suggest That Gravity Acts In An Arc. The target position is the same as the starting position? Its optimized for life. Less options for harmful one shot radiation. More time to adapt // Per Lindholm 2019-jan-02
  1005. Machine Learning Physics Guess – What if electrons are different in the machine learning sense. They have not experienced the same samples. Better inventions might require finding the right sample mix for machine learned electrons?
  1006. Machine Learning Innovation Idea – Build A rough 3D model of a fantasy instrument and let a model() predicts its sound? Impressive if it would work
  1007. Machine Learning Physics – Should There Exist Something Like Path-Physics. The Science of Paths. Could Machine Learning Classify atom, electron, physical objects paths? // Per Lindholm 2019-jan-01
  1008. Refugee Livelihood In India And Bangladesh – With Internet Access They Could Setup Shop With Realtime Chat For Programming Problems, Machine Learning Problems or simple HTML?. Using google colab for reference // Per Lindholm
  1009. Refugee Education/Livelihood – With Internet Access They Could Become Fluent In Machine Learning With Services Like Google Colab. Run From Any Device With A Browser And Internet Connection. Upgrade To The Raspberry Pi From Slow Scratch Visual Code To Python GPU 11GB Accelerated
  1010. Guess – If something is very ?unsure in nature like the position of the electron around the atom. Then it could be a sign that the position can be changed back in time. Since it would not matter to much to determinism. Adapting model() vs algorithm()
  1011. Machine Learning idea – That take any object. The atoms that its made of are what the model() needs to generate. No more no less. To give the exact target answer. Like the smell, taste or shape. So the focusing should be on models that can generate the right lego objects?
  1012. Energy Innovation – Fixed Price/Month From Livelihood Businesses – ?Let Small Entrprenours Sell Electricity From Their Own Wind and Solar Energy For A Fixed Price per month to electrify the rural country. The Business approach.
  1013. Enable Climate Change Innovations Idea – Git-CAD 3D Models With Version control? So You can records changes to a file or set of files over time and recall specific versions later // Per Lindholm 2018-dec-29
  1014. Idea – If Jupyter notebook Python had matplotlib, numpy and some better vesion of pip built in it would make things much easier. pip fails all to often. Otherwise we will become too much dependent on cloud infrastructure like colab with everything built in
  1015. Linux Idea – Make Your Own “terminal” command in jupyter notebook. Like storing maximum iowait for each process. To see what slows the computer the most
  1016. Rohingya And Bangladesh Innovation – Internal Job board. List of things that needs to be done or could benefit the refugee economy. Volunteer or otherwise compensated work?
  1017. Rohingya Refugee Idea – Could an elected group of Rohingya men and woman be sponsored ambasadors for their people. Gathering support globally for peace, livelihoods, trade, business, education?
  1018. Deep Dark Energy – Machine Learning Physics – Do the universe produce more energy for every calculation than necessary? Like my MNIST model(). y,res = F.separate(model(X).reshape(-1,2,10),axis=1). Where y is goes to the target and res are just some unused values
  1019. Python Innovation – sensehat_doodles. As a start of learning a first language. Just do any kind of creative loop plot on the sensehat. Perhaps sensehat_doodles could exist as a standalone app on the mobile to import. Sensehat mobile?
  1020. Battery Idea – Could the natural path experience of materials be used in a battery. Lithium found in the ocean should indicate that a high concentration to a very small concentration like in the ocean is useful information
  1021. Solar Innovation – Set Of possibilities would suggest that there is a invention to be made from compressed CO2 surrounding a solar panel. Higher Efficiency? More solar since the sun wants a target CO2 concentration. Meaning dispersion of the CO2. The Sun is life optimized.
  1022. Russia Innovation ? – Tiny Home Backup – What if you have system where people who wants to invest in risky? apartments get a Tiny Home On Wheels in addition. After the apartments are finished they can be returned to the housing company or serve as summer vacation houses.
  1023. My Machine Learning Physics – ?Infinite reach gravity and an infinite number of stars means an infinite number of possibilities for universe objects. From that gravity could be a machine learning model(). Models() can do amazing stuff // Per Lindholm
  1024. Migrant Innovation – How Many Dual Country Entrepreneurs Would It Take To Rebuild Venezuela. The idea is to Live abroad and Rebuild the Home Country. The faster the rebuild gets going the better for all.
  1025. Machine Learning Physics – A Perfect Start Gives A Better Total Result – Longer Initial Iteration With The Same Input. Then Should Before Every Minimal Movement Of Mass Be Initial Iterations. Non or Minimal Moving Iterations. Perhaps Heat Should Adjust Its Information Pattern
  1026. Any Mobile Phone Case Innovation Idea – Clip On Screen + Raspberry Pi Zero (Linux). For when termux is not enough.
  1027. Machine Learning Gravity Guess – What If The Potential Energy Of An Object Is Encoded In The Earth Like A Weight Matrix. So When The Object Goes Higher. The Matrix Changes. This means the matrix weight path is not the same when an object goes down again. Its Not Reverting
  1028. Refugee Digital Livelihood Idea – Turn Text To Speech Synthesis To Improve English For Non English Speaking People. That is. Real time perfection of the voice. English To Better Sounding English. This way people can take on more jobs
  1029. Teeth Innovation – Just dip the toothbrush in mouthwash and brush. Its much safer and ?effective
  1030. Machine Learning Physics Guess – Problem With Classification Of Dark Matter. What if you have both well Ordered mass and Noisy mass. This would be equal to the noisy weight matrices in machine learning and some denoised weight matrix. The universe could adapt to using both types // Per Lindholm 2018-dec-21
  1031. Homeless Innovation Idea – Buy Winter Homeless kits online to give to homeless this winter.
  1032. Website Business or Product Investment Idea – Bitcoin Investments In Local Businesses To Rebuild Countries Affected By Climate Change And Migration
  1033. Machine Learning Physics Guess – If Light Is A model(). Is speed the same as iteration through space? Meaning it needs n number of iterations per meter traveled?
  1034. Machine Learning Biomimicry Innovation – Could The Facet Eyes Of A Fly Keep Its Heat Because Of The Facets. Meaning Light Have More Efficiency Loss Calculating Reflections Than On A Smoth Surface? Hard To Determine Derivative In Between The Facets?
  1035. Investment Sales Tax On Products – Instead of duty on foreign products. Could it be an idea to have a ?small home country business investment tax. The idea is to rebuild and make the home country better by investments, many small rivers make … // Per
  1036. Machine Learning Innovation – It would be like if a machine learning iteration is similar in method to calculating a differential equation. Sometime you take very small steps. Like A Stiff Machine Learning Problem? Interpolation of iterations?
  1037. Machine Learning Physics Guess – Why Mass Has Its Structure – …. Iteration Like Solutions Found In Convolution models(). Feature Generations Of Mass. Points, Lines, crystals, …
  1038. The Chicken And Egg Problem And Moment 22 Is Solved Every Day By Programmers Who Just Assigns A Random Start And Let The Iteration Iterate A Solution. Both Comes First By The Egg Is In Not As Ordered As The Chicken
  1039. Correct My Machine Learning Code – a**2+b**2=c**2
  1040. Raspberry Pi Experience Enhancements – External USB HDD, zram, Xephyr
  1041. Crime Mitigation – Ex Criminal Social Service. For When There Is A Choice For Food Money. People Do The Right Thing. ?Will Reduce Crime Like No Other Measure. That’s Super Smart Idea
  1042. Create An Energy Invention Idea – Magnetic Fields Is About Order. Then It ?Can Extract Energy From Noise Or Turbulence?
  1043. Teeth Innovation – I used a Soft (cedar Tree?) IKEA wooden plug to fix my teeth. Just bite or chew with a little pressure on the wooden plug and your teeth will thank you. Fixed teeth right away.
  1044. Machine Learning Idea – The Most Prominent Recognizable Object In A Small Patch Is A Line. Small Kernels Then Becomes Line Classifiers?
  1045. Machine Learning Innovation – Edit And Run Machine Learning Code From Your Phone, RaspberryPi Or PC From Colaboratory – Google
  1046. Winter Peace Innovation – Country Exchange Gift. A Gift To The Homeless Of The Other Country. It Could Be A Gift Of Tiny Houses. Sometimes Peace Is Easy
  1047. Cone Machine Learning Recognition Idea
  1048. Machine Learning Innovation – Adapt the Iteration With A Machine Learning model() So It Can Take Big Transformation Steps (Equation Solving) When Ever Possible // Per Lindholm
  1049. Teeth Innovation Guess – Milk is probably good for the teeth for its ?ability to dissolve calcium. Its a fluid. The body first need to dissolve calcium a little to repair the teeth. That’s my guess
  1050. Heating Innovation – My Idea Is To Move CO2 Concentrations In One Direction And Heat The Other Like Some Kind Of ?Future Heatpump // Per Lindholm 2018-dec-08
  1051. Machine Learning Future Physics – In The Machine Learning Sense. In F = m*a You ?Have To Take Account For The Pattern In m. That’s The Guess.
  1052. California Forest Fires Innovation Guess – The Fire Wall – What If You Had 3 Walls After Each Other That Could Be Raised Up Anywhere. To Block Further Fire Propagation?
  1053. Yemen Peace Innovation – Middle East Peace + Business Talks could include more countries. You Have Both Peace And Business Talks. Since both are about surviving
  1054. Syrian Peace Talks Innovation Guess – Anything For Peace – Similar To A Machine Learning Idea ?Include Business Talks With Peace Talks. Then Peace And Business Information Could Mix And Find Common Grounds. // Per Lindholm 2018-dec-06
  1055. Aviation Innovation – The Aircraft Engine Could ?Probably Be Greatly Improved If Placed a Multiple In Series After Each Other. With The Right Materials. So A First And Second Engine In Series Not Parallell
  1056. Machine Learning Innovation -You calculate two or more things with the same model(), at the same time. One target function and several other functions as a way to get intermediate data for the target
  1057. Correct My Machine Learning Code 2018-dec-5 The idea is to use Fourier series in ML
  1058. Kickstarter Innovation Guess – Predictive Investments. What If People Placed Bets On Products Performance In The Market. That Would Make Products Better And Developers Would Know Which Products To Go For. Climate Change Products For Instance, Food,Water,…
  1059. We could provide innovation in education by simple book- readings of astronomy, math, physics,…. With music in the background ; ) Youtube books. Interesting
  1060. Machine Learning Physics Guess – Slit Experiment – Waves Are Meaningful Data That Is Recognizable From Noise And Everything Is Some Sort Of Supervised Learning. Therefor My Guess Is That Light Particles Have Transformation Of Waves As The Supervised Data // Per Lindholm 2018-4-12
  1061. I wonder if the ?only way to keep track of the number of atoms in the universe would be if they solved lots of equation losses. That is. They all perform many functions in the universe. Evaluating the losses would give a number of the atoms and what they together are doing?
  1062. Machine Learning Math Innovation – An Integer Solution Run On a**3+b**3=c**3+d**3 Gave Me A Solution For A Different Equation, a**3+b**3=c**3+d**2 // Per Lindholm 2018-dec-03
  1063. Smart Phone Innovation – Added CO2 Sensor Would Probable Be A Good Idea. An Air Quality Sensor
  1064. Agriculture Innovation Guess – To Develop Crops That Will Sustain Climate Change. I Guess You Need To Provide Another De-facto Energy Source
  1065. Machine Learning Innovation – Similar To Word Changes In Language To Language Translation. Could This Inspire Better a model(). Where You ?Force Layers To Invent Again
  1066. Slum Innovation – Creating a housing company for the slum
  1067. Migrant Innovation – If There Is No War But The Country Is Lacking Food, Water And Jobs. Why Not Employ People With Foreign Money To Build Up The Country Again. To Build New Companies That Generates Money, Food, Water And Jobs #Venezuela
  1068. Machine Learning Physics Guess – Before The Start Of The Universe. The Universe Existed As An Unknown model()
  1069. 3D Printer Innovation – To create a fast 3D printer. Use a particle accelerator? Melting fast particles?
  1070. Velocities Can Create Random. From model(Random) You Can Create Everything. Gives Me That A Futuristic 3D Printer Could Be Built Like A Particle Accelerator. The 3D Object Is Then Built From 2D Sections Of That Circular Tube As The Particles Hit The Surface // Per Lindholm 2018
  1071. Food And Drink Innovation – Are there ?natural cup structures that can enhance flavors of coffee or tea? Like an orange has an optimized outer skin
  1072. Solid State Battery Search – If A Solid-Battery Would Melt A Little Would It Be Easier To Discover It? // Per
  1073. Psychology Innovation – To Prevent Psychosis. Use A Personal Heat Fan Close To The Chest And Put On A Soothing Music. The Heat Fan Is The Most Important Tool For Your Survival
  1074. Machine Learning – I wonder if every problem is cache continous? Like differential equations
  1075. Machine Learning Physics Guess ?water experiences natural gravity all day long. ?Are There Then Important Desalination Vectors?
  1076. Machine Learning Physics Guess – When Time Does Not Know The Answer, add 1. Gives Me When No model() Knows The Answer Use An Algorithm Or A Set Of Equations
  1077. Desalination Innovation Guess – I Wonder If Compression In Desalination Should Be Spring Supported Since Water As Many models() Will ?Always Oscillate When Iterating. Changing Salt Concentrations? #Israel #Desalination #Water
  1078. Refugee Innovation Idea – Solar Power + ?15 min Small Flywheel To Cook Rice?
  1079. Blender Innovation – Why Not Innovate Blender Physics Simulations With Machine Learning. Hunch. Calculate The Path Of A Single Water Molecule With A Diff. Equation And Use A Supervised Transform A Machine Learning x,y,z = model(Single molecules) For The Rest
  1080. Machine Learning Physics – I mean. Does not a differential equation depend on ?existing differences. That the differences are not vanishingly small.
  1081. Invest In Refugee And Rural Businesses – India and Bangladesh Idea – Could An Extra Visible Small Livelihood Businesses Account Work? Which Shows Total Money Invested In Each On A Website. It Would Make It Easier To Choose. Popular, Smart and Social
  1082. Perhaps the same goes for an air conditioner or heat pump. Perhaps you can split the air packets into two models of the air conditioner. Could different turbulence of air be used in different models. Its ?cheap to produce and the word turbulence A.I-belongs to heat.
  1083. Machine Learning Innovation – Could Learning For a model() Be The Same As Charging A Battery. After 90% Near Maximum Capacity It Gets Slow To Charge And Very Much Loss. Similar To Unlearning In Machine Learning. Learn only up to 90%? For Each model()
  1084. Machine Learning – Towards Generalizing ?Simple Way. Use a low unit model and a high unit model. Add The Loss. Dual Same Time Updating.
  1085. Power Of Machine Learning Innovation – Since Electrons Have Mass. Adapt A CPU model() network So It Takes Advantage Of The Forces In Rotation // Per Lindholm
  1086. Machine Learning – Could a model() simulate many more layers than it can calculate due to technical problems or numerical difficulties? Also would it be possible to simulate a different kind of network with an ordinary fast network? A Simulating Kind Of Neural Network?
  1087. Could some Rohingya work as programming instructors? Get money for food/water in some currency from facebook or youtube? It would be a value add.
  1088. That is. I guess you input data from an equation into different models(). model_red(), model_green(), model_blue(),… It will be more accurate this way? This is why red is red. Problems where red is red is easier to solve that way.
  1089. Rebuild Venezuela Innovation – Money Well Spent Strategy – Venezuelan Kickstarter For Rebuild Projects Investments?… Public With Less Wasted Money The Best Entrepreneurs. Local And City Investments? #Venezuela #Rebuild #Smart #investing
  1090. ?Could Machine Learning Recognize Elevated Water. The Potential Energy in elevated water.Mud Energy Water Desalination Innovation
  1091. What About Mud Energy. Megawatts? I mean Its Heavy enough.
  1092. Blender 3D Physics Guess – Gravity As Relative-Scaling-Conservation of Mass . You just scale the space around the objects. The mass objects need to follow conservation of mass so they move together.
  1093. Machine Learning Math – Everything Need To Be Recognizable. Gives 1^2 = 1 But Can 0.99999…^2 Be Recognized As A Square of one?
  1094. Machine Learning Idea – Artificial Explanations As A Tool?
  1095. Agriculture Innovation – Can Some Sort Of Cotton Be Used For Plants In Agriculture? Wet Cotton Could Be Useful I Think? Inspired by cotton plants. Its Possible To Develop A Drip Down System With Cotton.
  1096. Machine Learning Guess – Decision Boundary Tests
  1097. idea – How does plant chemistry take advantage of clouds or differences in sunlight. It could be healthy_crop = model(sunlight_data, pressure,water,…). Also. How do you improve air quality? as an input for plant chemistry. It could be that the plant need oxygen to get rid of ?sulfur, creating some Sulfur dioxide.
  1098. Machine Learning 3D Blender Math – Lightfunctions – set of values that belong together under light reflection on a surface. The illuminated numbers by light reflection on a spherical dice
  1099. Machine Learning Physics – Gravity As A Problem Which Is Applied Onto Two Objects In A Supervised Learning Mode. So Its A Resonance Network Problem. Gravity Affects The Relative Distance Between Two Objects. This Error In Supervised Mode Is Minimized As A distance_model()
  1100. Machine Learning Innovation Guess – What If The Derivative Can Answer Every Question? Viewed As A Amplified Difference. I Get The Idea Using Machine Learning To Generate SuperResolution-Derivatives.
  1101. Blender 3D Math – simulating turbulence with a would be model using two spheres with noise displacement using different colors and rotating them differently.
  1102. Machine Learning Internet package_models() – As A Possibility What If Each Package Are Models. Then The model_package() Could Adapt To Parallell Compression Or Anything Really and Later Self Restore. So The Idea Is For Smart Package Adaption ?Compression.
  1103. Machine Learning Truth Colorizing – Inspired By Deep Learning GitHub – jantic/DeOldify .Why Not Train On Physical Measurement Images. Then You Have A model() For Colorizing The ?Truth For Other Single Color Shade Images Like Voltages? Or maybe just use colorization for space Nebulas
  1104. Business Idea – Netflix Type Service + Android Projector As A Subscription Model
  1105. Machine Learning Physics Guess – Another Universe ?Is Defined By A Network Boundary That Permits Only A Little ?Mass Transfer. This Means There Exist A Total Universe And Network Defined Part Universes
  1106. Why not a municipality Kickstarter where teams can start up projects that prevent for example Gängkriminalitet. As an example, tiny houses ‘ project for homeless
  1107. Machine Learning Math – Could Complex Numbers Be A Geometric Solution To Something Which Oscillates along a one dimensional line. ?A One Dimensional While loop Along A Projection on The Line
  1108. Bussiness Innovation Idea – Same Company Different Teams. Pledge Money On Your Favorite Team Product. Like A Company Version Of An Internal Kickstarter. Every Generation Wants Their Own Products.
  1109. In machine learning math I guess you can make your own dataset from functions, n=np.arange(100),data=[n,np.cumsum(n),n**2] then do a transformation data[:,1] = model(data[:,0],data[:,2]). Then a limited math model() of some sort should show the equation?
  1110. Machine Learning Electric Circuit – I Wonder If You Can Controle Electrons With Ions And A Machine Learned Mesh Network Ciruit Of Some Kind
  1111. Machine Learning Physics Higher Propulsion – There Should Exist Other Versions Of Newtons Second Law. An Other Version Of Blocking Is Interfering. Disruption might also work when creating a machine learning Force Bee Hive Like Network
  1112. Machine Learning Idea – Do Some Colors Work Together. Like A Space Nebula. Does There Exist A Light Integral?
  1113. Migrant Crises Innovation Guess – What About A Temporary Income From Other Countries To Migrants. To Rebuild Their Country. Need For Foreign Money In Migrant Home Countries.
  1114. Migrant Caravan Innovation – Is A Promising Migrant Deal Of Jobs/Food/Water. The things people understand possibly worked on?
  1115. Machine Learning Math – Annealing Of Functions – Pre-Treatment Of Functions Before Taking The Integral? To Find Solutions Not Possible Otherwise. Like out stretching a lace before measuring its length
  1116. Machine Learning Desalination Guess – Towards Super Fast Desalination. As A Possibility. How Do You Transfer Water In Small Tubes Super Fast. Does Water Have A Special Spread model() Like Light Fast Photons Through A Double Slit? #Israel #water #desalination
  1117. Machine Learning Math – Solve Integer Solutions To a**2+b**2=c**2 with two or more loss functions. One For Integer Number Versions And One For Floating Point Lossy Versions.
  1118. What if π could be the output of a machine learning network. An integer network even. Would this mean all irrational numbers can be transformed into integer networks?
  1119. Heal Faster With Outside Energy From A Heating Fan. Chemistry Needs Energy. Heat Being The Easiest Interface To Your Internal Organs.
  1120. Machine Learning Physics Fusion – If The Stars In The Universe Form A Network. Then everything that works are networks. Could This Mean That Fusion Is not only about heat but networks. Meaning that hydrogen fusion has different types of networks depending on the metal used?
  1121. All Souls’ Day – Remembering My Grandmother On My Mothers Side Who Past Away Not Long Time A Go.
  1122. Machine Learning Physics – Chicken And Egg Can Just Be A machine learning model()
  1123. Machine Learning Philosophy – Would It Be Possible To Create An Adapting model() Without The Use Of Zero In The Number System or Replace The Zero With A model(). Then Could This Avoid Singularities?
  1124. In Climate Change Times – Would it be possible to change the education towards refugee business? Take advantage of MBA’s the right way.
  1125. Machine Learning Physics And Chemistry Merger Idea – Just Do A data_chemistry = model(data_physics) Transform. Like Converting A Image To A Number. One Is The Chemistry Dimension The Other Is The Physics Dimension // Per Lindholm 2018-oct-30
  1126. Venezuela Innovation – Could A Farming Organization Help Venezuelan Agriculture?
  1127. Blender Math Education Innovation – Why Not Use Blender And Annotation pen For Making Math Videos Khan Academy Style. Use 3D Models. Zoom in Out Rotate, Split Screen With A Down scaled Version …
  1128. South And Central America Business Innovation – Scattered Small Cheap Railway Stretches Between Cities And ?Countries. Join The Stretches Later When Business And Jobs Are Booming
  1129. Machine Learning Physics Guess- Could Water do lossy calculations with models() of surface waves looking like graphs
  1130. Climate Change – Carbon Capture In The Form Of The Heavy Cabbage, Cauliflower, … ?
  1131. Psychology Innovation – A Better Approach Than Simple Conversations. Do What A Brain Does Best. Train Your Intelligence. REbuild The Brain With Python Coding Skills For Instance. Intelligence Is A Layer Of Protection That Is Acquired Not Given
  1132. Earth History Speculation – Could A Massive Coal Asteroid Have Wiped Out The Dinosaurs With Carbon Dioxide?
  1133. Machine Learning Physics, Forces – Since Velocities Exist. The Forward Position In The Velocity Equation Could Just Be A Prediction. Any Difference From This Prediction Is Then Met With Force From Determinism
  1134. Machine Learning Innovation – Recognizing Integers Among Real Numbers. Solve More Kinds Of Problems With Labels Indicating The Number Digits Used. Adapting The model() For Decimal Trimming? As An Intermidate Step?
  1135. Idea – Pick Up Ocean And Beach Trash With An Industrial Robot
  1136. Possibility Existens Math – Tensile Stress Of Math Functions? As A Way To Find New Interesting Points. Other Than Center Of Mass
  1137. Machine Learning Experimenting – I Wondering If Near Singular models() Are Needed To For Sharp Rises. Division Could Perhaps Do.
  1138. Blender Experiment Math – Finding Integer Solutions To a**2+b**2 = c**2. What Has The Center Of Mass To With It?
  1139. Blog Post – Halloween
  1140. Mobile Raspberry Pi – A Linux Phone Is Easy. Connect A ?Mobile Raspberry Pi With The Smartphone. Via VNC or Nomachine. Code All You Want
  1141. Machine Learning Astronomy Distance Measurement – Could The Distance To An Object Be Related To The Possible Number Of Good Data Points? For That Class Of Object // Per Lindholm 2018-oct-26
  1142. Machine Learning Math – Could There Exist Something Like Retrospective Supervised Learning. Where The model() Selects Good Succesful Calculations For A Second Good-Continous Run
  1143. Machine Learning Math – Could Infinitesimals Be Replaced By An Adapting Machine Learning model() ?
  1144. Machine Learning Physics – Past Fusion. Using Small Deviations From Determinism. Time Energy. Like ?Hydroelectric Power Flow Of Time // Per Lindholm 2018-oct-25
  1145. Machine Learning Physics Idea – Since Heat Goes From Warm To Cold. A Cold Matrix Gets Fully Used. How To Fill A Matrix In A Network Is Then Govern By A Differential Heat Equation? For Filling Big Matrix Problems. Where The Update Algorithm Otherwise Would Be Lost. If It Tried To Change Everything At Once
  1146. Machine Learning Idea – Run The model() Against Virtual Problems. There Should Exist A Motion Type Similar To Brownian Motion For Every Problem. Continuous Updates To The Weight Matrices Similar To Living – The Start Of A Problem Solution As Supervised Learning
  1147. Machine Learning Innovation Idea – Run The model() Against Imaginary And Real problems. Like Time Degradation. The Information That Survives Will Be Important To The model()
  1148. Universe Idea – Time went probably faster when the universe was young and there was no life. Now There Is Optimization For Life
  1149. Machine Learning Remember Idea – When Doing Iteration, a = model([1,0]). What Happens When You Store Latest 10 Calculations. Could It Make The Model More Self Aware?
  1150. Hurricane Innovation – Farmacy, ?Food Shops On Boats
  1151. Physics Engineering Guess – If Space Is Bendable By Mass Then Could The Universe Use That To Measure Mass. Like a Smartphone With Accelerometers, Pressure Givers, ….
  1152. Machine Learning – Set Of Probable Units?
  1153. Machine Learning Physics – Lights As A Machine Learning model() Could Have Been Optimized To Shine On Everything. Minimize Black Spots?
  1154. Machine Learning Intelligence – Inverse Relationships. There Should Exist A Relationship Between How Far You Can See And How Hard And Complex It Was To Achieve This Result. Since Noise Is Heat. Then Is Near ?Absolute Zero A Sample Target?
  1155. Super Mass Idea – Why Do We Have Mass? Could It Be To Mitigate Problems Associated With Information? So Are There Super Mass That Mitigates The Problem Of Mass?
  1156. Ultra Intelligent Housing Innovation Idea – Removable Housing Company. Upgradeable Houses From The Tiny To Large. Adapt Your House To Your Income. Change House Type On The Same Place If Salary This Year Was Low
  1157. Machine Learning Math Idea – Could Something Like This Exist. M(x) Goes To model_infinite() when x Goes To infinite. A model() of the infinity
  1158. Business Innovation – Double The Shop With An Extra Tiny House Shop On Wheels? Place It Together With Other Tiny Shops In Beneficial Relationships
  1159. Machine Learning Physics Guess – The Particle Networks. Does The Ions And Electrons Update Their Decision ?Networks To Figure Out Its Surrounding Or 4D Melody Based On Vibrations,…
  1160. Climate Change Flying Cities Guess – What about a surface specific memory of the gravity. So when you flip the surface it stands still in mid air for a while.
  1161. Using algebraic methods? And Using .eval() With A Lot More digits. Then Using That Result As A Target For An Enhancing model()
  1162. Machine Learning – Chainer Is Easy For The Beginners. Small Example MNIST
  1163. My 80’s Glowing Border Retro Phone
  1164. Universe Guess – Could A Black Hole Be Fractal Like As In A Repeating Circular Shape Only ?Infinitly Super Imposed?
  1165. Politics Innovation – Dual Projects With United Parts. That Is At Heart For All Parties. Like Tiny Homes For Both Veterans And Homeless. Are There More Of Those?
  1166. Machine Learning – When Iterating A Solution. Is There An Egg Strategy Where The Shell Needs To Rebuild Fast But The Inner Is More Complicated And Takes Much More Time
  1167. Machine Learning Physics – Like A Differential Equation Another Type Of Motion Equation Could Perhaps Minimize The Unreasonableness In The Motion As A Loss Function?
  1168. Machine Learning Physics Guess – Gravitational Lensing Is A Network Interaction Between Light And Light. So light can bend light. If light can change intensity mid flight will it then change direction?
  1169. Tinnitus Innovation Guess – Could A Little Water From A Cotton Tops In The Ear Help With Tinnitus. High Frequencies Don’t Go Well Under Water
  1170. Emergency Jobs Innovation – Come Up With An Emergency Job Title Then Imagine What They Would Do. Emergency_Director, Emergency_…
  1171. Venezuela Innovation Help – Rebuild Venezuelan Economy By Supporting Shops With Donated Food?
  1172. Cool. Like an old hard drive reading the information in a rotation manner. Black Hole and magnetic fields
  1173. Shopping Center Innovation- Every Shopping Category Should Have Public Education In The Center And ?Youtube
  1174. Ultra Battery Theory Guess – Number Of Iterations/s == Heat. Means You Can Store Energy By Storing Information-Energy. ?Some Internal Digital Chemistry. Guess: Number Of Chemistry Unfolding Changes per cm3?
  1175. Farming Innovation – Should We Not Have The Technology To Do All Year Farming Everywhere On The Planet? Super Heatpump?
  1176. Towards Peace – With Education In Peace Could We Innovate Peace Plans. The Idea Is To Innovate Many Choices To Choose From. Get Public Acceptance Even Before Any Deal Is Made
  1177. Violence Prevention – Food And Water For Peace In Venezuela
  1178. Super Electric Car Buyer Innovation – Let Private Citizens Invest In Battery Technology For a Later Electric Car Discount?
  1179. To Cure Unreasonable Brain Tiredness For The Day – Dip And Eat Raw White Point Cabbage In Light Creme Fraiche With Curry (with the important ingredients turmeric)
  1180. Female Livelihood Innovation – Could There Exist Female Fast Foods? Sustainable Little Meat Finger Foods?
  1181. Machine Learning Physics – Why Spooky Action At A Distance. It Could Change Network Chemistry? A Way To Change Things With Only a Few Bits
  1182. Semi Permeable Magnetic Material Layer For A Net Force?When in doubt use your audacious imagination
  1183. There Must Of Course Be Added Vegetation To The Freshwater Ponds. So the Idea is to envision the future for a life filled place for the rain network.
  1184. Predict New Physics With Machine Learning – Every Piece Of Data Translates To Physical Discoveries. Start With Predicting The Number Of Words In A Given Category. Missing A Word == New Discovery?
  1185. Towards Machine Learning Physics – Since Machine Learning Transformations Are Really Fast. Could Electron Positions Be Transforms Rather Than Ordinary Motion. Therefor you get probability in positions since the universe use transformations. // Per Lindholm
  1186. Refugee Innovation – What About Refugee Business Forum? Is it only fancy or could it have an impact on the economics
  1187. Education Innovation Idea? – What If Classes In School Took Courses. Some Small Education Company That Came Into The Classroom And Brought A Fresh Look At The Subject. Like A Clown Company For Preschool
  1188. Machine Learning Physics – Higher Gravity – A model() That Seeks Energy For Its Calculations
  1189. Idea – What If The Digital Keyboard Could Simulate Different Tuning Settings. The Brain Could Perhaps Need To Tune a non Tuned Instrument In The Beginning itself. Like some sorts of supervised human learning
  1190. School Type Invention – Kite-TiltRocker-Generator // Per Lindholm
  1191. Machine Learning Physics Guess – Electromagnetic Induction As A Supervised Learning Problem? Electro-Sounds Would Travel Faster Than Electricity
  1192. Having Fun With Blender
  1193. Product Idea? – Smart And Robust Protection Against Camper And Tiny House Theft. Mobile Internet Tracker?
  1194. Set Of Imaginary Problems – Could A model() learn relative motion? Then Could Light Be Smart As Water As It Hits Every Kind Of Surface?
  1195. Job Opportunities? – Tiny House Repair
  1196. Higher Machine Learning Physics – What if a analogue signal is like a model(). Then it could perhaps have self imagination. A loss function that gives a more photo realistic result. It could perhaps solve the analogue copy to copy problem mentioned in the questions /Per Lindholm
  1197. Innovate Philippines Idea – ?Lotto With Tiny Houses As Area Prices. For Homeless And Built By Carpentry Schools. Multi Billion Dollar Idea. Social TV. Channel With Feel Good Social Projects. Help Farmers At Drought
  1198. Machine Learning – Thoughts About Fusion
  1199. If the probabilities changes a lot then there is a problem of predictability of those probabilities. Then the truth is closer to a model() of all those problems and results
  1200. Machine Learning Physics – Could “Capillary Action” Be Smart Or Algorithmic Motion. Forces Acting From Decisions Based On Algorithms?
  1201. Farming ?Innovation Idea – Crops And Plants Are Not Warmblooded. Then Is It An Idea To Have Waterborne Temperature Regulated Heat In ?Pipes For Those Cold Days. So The Plants Don’t Catch A ?Cold Or Other Diseases
  1202. Machine Learning Physics ?Law – Atoms Constantly Calculate How To Sustain A Universe
  1203. Machine Learning Physics Guess – Mass-Information Theory. In machine learning you can imagine that information needs mass. For momentum and protection of information. Otherwise you risk messing up the information on a big scale.
  1204. Physics Speculation – From The Big Bang. Should There Exist Speed-Fusion. The Creation Of New Stuff From Higher Than Light-Speed Velocities. To Create The Start Of The Universe Or Whats Next To Come?
  1205. Inspired by this. What If You Can Integrate With Decisions. Simply. Could The Increment dx Be Added (Yes or No) To The Value For The Whole Integration Length?
  1206. Maybe This Could Have Worked Back In The Time. Even If The Amiga Did Not Have 16bit Sound. You Could Make And Listen To The Song in 8bit And Have The Samples Rendered To the Hard Drive in 16 bit
  1207. Machine Learning Physics Innovation – Water Can Provide The Loss Function For Everything That Is Life Related. Adapt The model() By The Feeling The Water Gives
  1208. Machine Learning Physics – The One Smart Force == Machine Learning Label. Example. Center Label Or Find The Center With The Help Of Other Particles // Per Lindholm 2018-10-03
  1209. Rohingya Farming Idea – What About Bamboo Farming? For Better Livelihoods With Materials Improving Conditions For People
  1210. Please Give Sweden A Chance. Its A Temporary Thing That Is All. Sweden Needs Help With Job Creation So Humanity Values Will Prevail. I Think We Need To New Trade Deals. To Get The Brains Working Again
  1211. Tiny House Idea – Web Site For Joint Carpenter Services. More Competitive Prices?
  1212. Machine Learning Fusion Guess – Einsteins Time Function Could Be The Way The Universe Controls Fusion Decisions Using An ?External A.I Observer
  1213. Innovate Venezuela – Could Solar Energy For Food Processing Help? Energy Efficient Machinery. Due To Lack Of Electricity
  1214. Machine Learning Physics Idea – Loop Or Subject a set of particles through a possible choice scenario many times and the chance of an actual choice being made increases. Could Particles Have Built In Algorithmic Choice
  1215. Cool. I Think Heisenberg got it. What If The Universe Is Made Of Tiny A.I Objects. It Means It Can Handle Many Problems In Delivering A Safe Environment For Life
  1216. Plant Innovation Idea – Does There Exist Indoor or Outdoor Per Plant Small Plastic Greenhouses? Like This Semi Open Plastic Wrapper. A Bit Chilly Inside
  1217. Machine Learning Battery Guess – Does There Exist A Buffer-Battery. To Get Higher Efficiency And Smoother Not So Much Heat Discharge And Charging Operation?
  1218. Equalizer – Raspberry Pi Project Part 1 of ?n
  1219. Machine Learning Physics Guess – Is Our Water Organic And Optimized For Life?
  1220. Machine Learning Idea – Could There Exist Machine Learning Anti-Weights Together With Ordinary Weight Or Units. A ?Collision Of Some Sorts Would Then Cause The Weights To Diverge Or Unlearn? By Collision I mean It Could Be The Same Positions In Another Array
  1221. My Physics Guess – Black Holes Are Used To Get Energy For An Expanding Universe. To Make It Work. So The Number Of Black Holes Corresponds To The Expansion Rate // Per Lindholm 2018-09-25
  1222. Machine Learning Physics – Could Fusion Need An External A.I Solver During The Process?? Compare The Dual Slit Experiment With Photons
  1223. Earth Friendly Dog Idea – Special Paper Cardboard Boxes For Dog POO?
  1224. Music Tech Innovation – Is there a market for raspberry pi’s with touch screens that you spread around the room that act like different interfaces to softsynths? I could be a cooler and cheaper version of augmented reality for music
  1225. Refugee Idea – If Refugee Organisations Would Take In Long Term Unemployed And Homeless Country Born People They Would Fight For You. Create A Win Win. Homeless-, Longterm Unemployed Organisation
  1226. Philosophy Idea – Why Red Green Blue. Maybe The Answer Could Be Something About ?ColorVerbs. I mean. What The Color Red Green and Blue Would Do If It Were Treated As Intelligent Objects
  1227. Dependency On Electric Pathways – Does There Exist Smart Or ?Confident Short Circuit Technology?
  1228. Machine Learning Physics Guess – Engineering From Nothing
  1229. Refugee Livelihood Idea – Similar To F-Droid. Refugee Android App Repository? For Supporting Apps Made By Refugees.
  1230. Electric Car/Rickshaw Idea – Home Delivery For Food/Goods As An Uber “Be Your Own Boss” Service For Businesses Without Their Own Electric Cars Or Service
  1231. Imaginary Physics Experiment – The Dual Slit Experiment Where One Opening Goes To Past And One The Other The Present. Since The Outcome Depends On Both It Would Be Possible To Change The Past
  1232. Product Imagination – Do It Yourself Narrow Rectangular Opening Trash Can
  1233. Livelihood Idea – Tiny Houses Made Into Dog Hotels – Outdoor Time Smelling And Peeing
  1234. My Machine Learning Guess – Double Slit Experiment – The Outcome Is a model() Of Two Possible Decisions In The Photon Language?
  1235. Physics Guess +- Double Slit – Charged-Two-Slit Experiment Ordinary Photons
  1236. Machine Learning Idea – Do Cells Solve Problems By Splitting?
  1237. Super Earth Idea – Qualify For An ECO Discount On Food From Driving Electric? When There Is No Other Choice
  1238. Machine Learning Physics Fusion Guess? – Light Emission Should Be Important In Fusion? Process Confinements And Information. The Fusion Process Has To Inform Its Surroundings That Fusion Is Taking Place? Dependent Processes As A Concept?
  1239. My Machine Learning Idea – You Can Use A Parity Method To Check Classification Errors. Possibly Correcting Single Errors Given Three Or So Parity Bits. Testing On MNIST
  1240. The Universe Size Power Guess – If There Is a Choice Between A And B Then Whatever Is True Is What Enables A Larger Life Supporting Universe
  1241. Machine Learning Math Idea – Two Random Variables That Are Dependent On Each Other Are ?Entangled. Like a mathematical concept?
  1242. Fusion Guess – Could Ideas For Fusion Be Extracted From Planet Formation? Should the hydrogen in fusion be cold stored at -space temperatures. What is the temperature preparation for fusion?
  1243. Business Ideas For Peace – Since Money Makes The World Go Around. Peace Can Benefit From Business Ideas. A Concept
  1244. Idea – Jupyter Cell Featured Programming In The Terminal – Used browsh but only to get a screenshot
  1245. Hurricane Innovation – Can Houses Be Optimized In Wind Tests. What If We Educate Syrian, Rohingya Refugees In Advanced Engineering. Tough Challenges Ahead Requires A Whole Other Commitment
  1246. Important Food – A Mix Of Fast Noodles + Soup + Rice. Rice as an add on to cheap noodles
  1247. My Pythagorean triple // Per Lindholm a**2+b**2 = c**2 Where c = b + 1 (2*m**2+2*m)**2+(2*m+1)**2,(2*m**2+2*m+1)**2
  1248. Super Battery – Does There Exist A Salt Water Resp. Fresh Water Physics Law. So That Water Could Find Its Use In A Super Battery?
  1249. Entropy Math – What If Variables Had A Little Vibration, Some Randomness Attached To It. Could Machine Learning Adapt To This? If So. Does This Mean Machine Learning Is Closer To The Way The Universe Works Than Ordinary Math?
  1250. Super Battery – Computational Battery. Could A Physical Battery Have Cache Layers?
  1251. Circuit Math Idea – Connect Math Like In An Electric Circuit? What rules can you define?
  1252. Machine Learning Math Idea – Non Generalized Functions. Method That Generates A Function That Is ?Only Valid Within The Loss Range. Outside It Breaks Up And Looks Like Random
  1253. Machine Learning Innovation – Could The model() Update Be Adapted To A Multiple Of Cheap Arm CPU’s. Using Shared Weight Matrix Crossover Updating? Better Performance For The Raspberry Pi
  1254. Machine Learning Idea – Crossover Variant For Mixing Weights From model.l1.W.data.reshape(-1)[::2] = model2.l1.W.data.reshape(-1)[::2] Where model2 Just Iterates With [1,0] As The Argument
  1255. All forms of integrate possible variants of integrate(exp(-x**2)) is extracted from the differentiation of diff(exp(-x**2)) // Per Lindholm 2018
  1256. Environmental Test Idea? Zero Emission Online Shopping. Transport By Train To A Place Near The Buyers Nearest Train Station? Alt. Electric Vehicle
  1257. Machine Learning Idea – Would It Be Possible To Adapt The Machine Learning Model() With Additional Losses Of Label Laws Or Equations With Labels?…
  1258. Different Viewpoint Painting Method Idea – Painting(blender3Dmodeler(sketch(imagination))) ?
  1259. Why Does The Universe Work Despite Simple Laws? – Adaptation Of Machine Learning Like Networks Of All Sizes. ?Atom Size Networks To Much Larger
  1260. Math Idea – Internally Dependent Functions – Use Python Programming And Sympy
  1261. Video Blog Product Idea – Camera With Dual Matched Detachable Lenses For Capturing Two Different Angels With The Same Quality.
  1262. Peace Idea – Web Site Which Can Estimate The Income Increase When Peace Is Achieved. After peace projects
  1263. Business Idea Projector Toy – Hardware Driven Kids Education + ?Cartoons. Update/Upgrade The Projector From Wifi Or USB With New Material.Youtube Live with real teachers ? Educational kids wifi led projector
  1264. Idea – Enable Business With Raspberry Pi Computers In A Box. Pay As You Go Solar Kit For The Pi? Making it more easy to start a business for people all over the world
  1265. Machine Learning New Math Guess – Trip() and Banana-peel()
  1266. Machine Learning Math Experiments – a(n+1)/a(n) = 2 Where a = model( np.random.rand() )
  1267. Machine Learning Math – Math Imagination – Is It Possible To Split A Function In Two Imagination Functions Using Machine Learning Networks?
  1268. Machine Learning Physics Idea – Potential, Kinetic And Function Energy? Function Energy is energy that the network could use to solve problems from incoming particles
  1269. Machine Learning Ideas – Solve Impossible Math With Models()?
  1270. Machine Learning Battery Idea – Battery Components Adapting To Their Surroundings With ?secondary voltage = model(random). For shared energy in a faster iteration
  1271. Machine Learning Math Idea – Calculating With Probability?
  1272. Machine Learning Physics Guess – In An Atom > Hydrogen Do The Individual Electrons Have Their Own Function. Why Waste Electron Network Models() Even If They Are Small?
  1273. Machine Learning – Is It Possible To Use A GAN Network To Generate Smart Sentences. To Imagine What Other People Would Have Said?
  1274. Machine Learning Math – 2D Image Numbers. If Numbers Were 2D Images Then A Function Could Produce Two Recognizable Numbers Within One Image. Could Perhaps Be Useful Instead Of Get A Mean Value Or Something
  1275. Machine Learning Math Guess – Is The Lagrange Remainder A Machine Learning model()?
  1276. To get investments you could perhaps ?need two ?mobile solar panel stations. To Create A Link Between Point A and B. That is. Each A and B have a charging station. To Create A Route Anywhere. Within charging range.
  1277. Machine Learning Idea – What About A N-Splitted F.relu?
  1278. Machine Learning Physics – Would It Be Possible To Calculate The Loss Equations From Newtons Gravity Model(), G()m1()m2()/r()**2
  1279. Machine Learning Errors – Are Stalling Losses Bugs In The Machine Learning Code. Model, Equations and losses?
  1280. Machine Learning Physics – Sequential Layer Update Device. Like A Battery?
  1281. Machine Learning Super Desalination Guess? Could A Fast Short Processing Path Work. Not Enough Time For Model(H2O + Salt) Iteration. Make Water Let Go Of The Salt As The Easiest Solution. Impulse Desalination?? Smart Networks
  1282. Machine Learning Math Invention – Does There Exist Multiple Fonts In Math. Differences Between 1 and I and 0 O. Are there solutions numbers that are not recognized by the equation?
  1283. Super Environment Idea!! – Buy And Drive An Electric Car. Get A Paid For Drivers License For Your Child Or Grand Children
  1284. Machine Learning Physics – Maximizing The Probability Of Getting The Highest Speed? Light As A Wave Sampling Unit Algorithm?
  1285. Super Simple Image Compression Idea – Using Machine Learning Adaptation Of The Weight Matrix
  1286. Machine Learning Idea – Choose Deterministic Algorithm Before model() ?
  1287. Physics Idea – Does The Universe Split Problems Into Space And Time. Since There Are Many Such Problems. What Was The First One? Like A Differential Equation With An Initial Problem.
  1288. Set Of Probable Experiments Guess – Newtons Electric Cradle. Impulse In The Wrong Direction Of Electrons. The Idea Is To Figure Out More About Electricity In Networks
  1289. Peace Project Idea – Get Homeless In Russia Into Farming. Since Vegetables Cost As Much As Meat.Why not have a veggi food contract with previously homeless or poverty stricken people growing vegetables?
  1290. Machine Learning Idea – Make Use Of Random Coincidences?
  1291. Idea – How Can Technical Machine Learning Techniques Translate Into Manufacturing Of Batteries, Fusion. How To Converge Fast, And Super Accurate. Problems Are The Same Everywhere.
  1292. Machine Learning Physics Speculation – M ( 2H+0 ) = M ( H20 ) ? If Model, M() Starts With An Error. Is The Water Life Optimized? Has Life Optimized Water Evolved For A Long Time?
  1293. A.I Thesaurus – Gravity And Big Number Theory Go Together?
  1294. For Math Books – For Every Piece Of Theory And Example. Also Show A python numpy, sympy version To Join The Separation Of Understanding.
  1295. Physics Guess – Should The Thermo Electric Peltier Plate Be Bend To Near Bending Stress Limit. To Force Electrons To Move To Even Out Heat Stresses?
  1296. A.I Theasaurus Idea – Planets Move In A Still Fashion. One Way To Keep A Body Still Is Antiresance. Therefor I Wonder. Do Black Holes Keep The Planets Movment Still By Absorbing Energy By Gravity? Blackhole Interior Oscilating Wildy To Keep The System In Check
  1297. Matlab Idea – Matlab With A Python Interpreter? Use Matlab’s Toolboxes With Python Code?
  1298. Machine Learning Breakthrough – Use The Weight Vector As Input To A Secondary Layer. Using Its Own Weights To Improve Its Weights? Can Then Create Any Weights
  1299. Physics Fusion Guess – Should Fusion Look White. Having Three Layer Colors. BGR?
  1300. Physics Fusion Guess – Could The Same Ion Exist At Different Locations In The Plasma At The Same Time?
  1301. Physics Guess – Would It Be Possible For The Same Photon To Exist at ?many Different Positions At The Same Time? Similar Function To That Of An Electron?
  1302. Physics Guess – Analogue Signal = model(?any signal)
  1303. Business Innovation – Build Tiny House Cafés On Wheels For Rental Service? Cheap Tiny Shop For Sport Shoes?
  1304. Machine Learning Physics Idea – One Liner Theory Of Everything | model_0(F) + model_1(V) + … = model_0(m*a) + model_1(R*I) + … // Per Lindholm
  1305. Living Environment Idea – Education About Garbage? Perhaps Its The Most Important Idea On How To Clean Up The Planet
  1306. Machine Learning Physics Guess – Could A Smart Equation Find And Store New Interesting Solutions Like Superposition. Self Updating Equation
  1307. Why F.relu()? – I Think Its Since You Want To Adapt The Solution To A Non Linear Solution Or Get Away From The Trivial Linear Solution
  1308. Trying To Solve The A.I Physics Angle – What If The Universe Sometimes Need To Choose. Model() For Which Equations To Use. I mean you get more possibilities if you can choose.
  1309. Super Image Compression – Adapt The model(rnge()) With np.sort(Weight Matrices). This Way You Can Compress The Sorted Weight Matrices Using Another Algorithm
  1310. Math Idea – A Self Stopping Algorithm Uses log of a number which can get negative. Ex log(-1) would self break without imaginary numbers
  1311. Farming Idea? – Mitigate Food Shortages With Winter Farming And Evaporative Hot Water Warming Device in Green Houses. Arctic Air But For Hot Water.
  1312. Python Idea – Simple Exercises From Images
  1313. Machine Learning – Key Idea – Iteration With model(rnge()) Where rnge() Is A Sorted List Of Numbers
  1314. Ultra Battery Innovation Speculation – Would It Be Possible To Suck Ions From One Side To The Other With A Vacuum Pressure?
  1315. Idea – Prevent Solar Panel Theft With A Built In Power To Owner Check Chip. Enables Tilted Mobil Solar Panels On Bicycle Wheels For Use Everywhere. Refugee camps?
  1316. Efficient Water Boiling Idea – Suck Water Through A Number Of Boiling Straws? Output Is Boiling Water
  1317. Idea – Could This Pythagoras experiment ?only hold under some low complexity. For very large a,b,c the walls should deform?
  1318. Machine Element Innovation – Spinning Vibration Elongation(x,y,z,t) Absorbing Rock Layer
  1319. Physical Unknowns Have A Loss Function? – Why Is The Color Red, Red?
  1320. Refugee Business Idea – Should There Exist A Refugee Stock Market? Invest In Refugee Business
  1321. Machine Learning Physics – ?Interesting Comment About Fusion And Turbulence
  1322. Machine Learning Physics Speculation – Newtons Law Of Gravity Is ?Never Singular Using F*r**2 = G*m1*m2. Here F = modelF() and G = modelG(). Both Iterates Like A Loss Function // Per Lindholm
  1323. Environment Idea – Food Or The Car, Plant Trees Or No Water
  1324. Winter Innovation – Hot Water Evaporator?
  1325. Machine Learning Math – Solution To A Stiff Differential Equation
  1326. Stove Idea – Rotating Cylinders To Press The Heat Along The Plate?
  1327. Machine Learning Idea – Failure Prediction Of Deep Learning Models(). The Practical Halting Problem?
  1328. Air Cooler Innovation Guess – Could Metal Bands Enhance The Function Of Evaporation Coolers In The Filter? In Some Cooling Optimizing Configuration – Blood Vessels ?
  1329. Farming Innovation – Adjustable Window Blinds For Greenhouses?
  1330. Product Innovation – Refrigerator Decorations – Why Only Food Items?
  1331. Peace Idea – Offer Companies Contracts For Greening Dried Out Areas?
  1332. Peace Idea – Peace Games – There Are Many FPS Games But Should There Not Exist Peace Games. Get People Focused On Peace?
  1333. Super Spline – Machine Learning Spline Replacement model() For Specific Types Of Curves
  1334. Summer Heat Idea – Air Cooler On A Powerbank Battery
  1335. Solar Energy For Sweden Idea – Large Foldable Solar Park On Wheels. Switch Place To Place. Follow The Sun On Electric Trucks
  1336. Physics Speculation – Inverse Reasoning. Singularities As A Energy Storages. High Amplitude
  1337. Coping With Heat Idea – Cold (Swedish Water Lake Temperature) Water Bucket For A Foot Bath
  1338. Reduce Plastic Bags Idea – Scan Your Washable Fabric Shopping Bag And Get Access To A Lower Price For Selected Items?
  1339. Machine Learning Innovation? – Sort Data Into Multiple Model Groups From The Model With The Best Confidence. Triangle Model System.
  1340. Physics Innovation – Kinetic-, Potential-, ?Information-energy
  1341. Mobile Gaming Innovation – LAN Gaming With The Mobile Phone Over A Raspberry Pi Server. Is It Possible?
  1342. Solar Enabled Refugee Livelihood Idea – Solar Panel Charged Battery Powered Pottery?
  1343. Impressive Feature – Using Machine Learning Super Resolution ( Down Scaled Images ) To Fix Blurry Images ( a little )
  1344. Video Or Image Compression Idea – Example. Optional JPEG Algorithm + Machine Learning Blockiness Layer Removal
  1345. Electric Car Idea – City Bonuses For Becoming An Electric Car City?
  1346. Air Cooling Idea – If Hot Water Freeze Faster Than Cold. Do Pretreated Air Also Cool Faster?
  1347. Inventions Idea – Online Volunteer Engineering – Then Order A Prototype Online
  1348. Machine Learning Idea – Server Heat Dependent On The Type Of Layer Used? LSTM
  1349. Idea – Global Humanitarian Innovation Fair? Spread The Construction Of Tiny House Villages
  1350. Physics Guess – 3 Body Problem – Non Deterministic Drive?
  1351. Invention Idea – Water Network Antenna?
  1352. Earth Idea – Individual Investments In Local Electric Taxis And Their Drivers?
  1353. Bad Idea – Water Desalination Tower
  1354. Towards Understanding Fundamental Forces – Fastmem vs Slowmem or Different Decision Making Time
  1355. Machine Learning Physics Guess – Water Desert Evaporation?
  1356. Machine Learning For Education Idea – Generator Discriminator Network For Sentences?
  1357. Machine Learning Physics Guess – Mass Gravity Of Networks – Controlled Attraction And Separation
  1358. Machine Learning Water Network – Tree Roots – Many Functions – Assume A Network
  1359. Pavement Innovation Needed – Look ma I created a bird bath!
  1360. Physics Guess – Light Propagation By Random Cluster And Near Impact Decision Making For Function
  1361. Machine Learning Idea – Normal Random Points Around Each First Random Point As A Philosophical Possibility. Smarter Random?
  1362. Cough And Snot Remedy Idea – Plain Swedish Crispbread And Water For The Nose
  1363. Fusion Guess – Does There Exist A Self-Stop Problem?
  1364. Water Investment Idea – To Ensure Future Harvests. I Think Food Producers Need To Invest In Desalination And Water Technology
  1365. Electric Vehicle Innovation – Large All Light Weight Motor?
  1366. Innovation – Feeling Sick Kit
  1367. Physics Guess – model() Selection For Resistance In A Wire
  1368. Machine Learning Speculation – Electric Circuit – If F.relu() is a Diode then what is the electric circuit equivalent of F.sigmoid() – Probability And Classification In An Electric Circuit?
  1369. ?Advanced Machine Learning Speculation – 3D Object Inspiration To Yet Discovered Problems
  1370. Shoe Innovation – What about Tech For Shoes. A Million Dollar Idea. Weight Loss Sensor?
  1371. Vehicle Invention Idea – Solar Vehicle Garbage Collector? For Slum Areas. Self Build Self Made Self Success.
  1372. Machine Learning Physics Guess – Should There Exist An Energy Recognition Function?
  1373. Refrigeration Idea – There Are Oil Filled Heat Radiators – Then Could There Be Oil Filled Refrigerators and Freezers?
  1374. Refrigeration Idea – Could A Solar Freezer Supply A Man Made Cheapest of Them All Big Refrigerator With Ice-Clubs For Cold Storage?
  1375. Fusion Guess – Standing Still – 100% Predictive Process?
  1376. Future Of Single Board Computers – Why not make many different physical fantasy computer cases for raspberry pi. Let Coders Imagine What Games, Apps Would Run On Them
  1377. Peace Idea – Any Type Of Probability Can Move Us Forward. Peace Will Do It 100%
  1378. Farming Idea – Is It Possible To Create Grazing Land From Rows Of ?Grass Grown In Many ?Smaller Sacks. For Areas Without Good Soil
  1379. Pre Refugee Status Idea – Empower People In Countries In Need. Web Based Service. Access On The Phone. Measures To efficiently save money
  1380. Easy Slum Innovation – Bus Routes To Be Able To Go To Work From Poor Areas. Increase Chances For Better Livelihood. Its Cheaper To Bring Home Food By Bus? Better For The Environment. Light-Weight Bus Wheels?
  1381. Physics Idea – Should there exist Algorithmic Physics?
  1382. Battery Guess – Deterministic Battery? Reaction Queue? Programmable Battery?
  1383. Python Gaming Idea – Python Access To Linux Games. Create Python Exercises. Courses In Machine Learning With Linux Games As The Platform?
  1384. Fractal Machine Learning Idea – Geometric Seed Shape Values From Layer Weight Matrix Outputs?
  1385. Job Idea – Build Your Own Tiny Business-Home In A Startup Village? Get Your Team Build-Experience And The Confidence To Build A Company?
  1386. Math Idea – Map A Calculation On A 3D Object?
  1387. Plant Question – Do Plants Pee?
  1388. Desert Farming Innovation – Agriculture On Elevated Pillars On The Desert. Avoid Heat Radiation From The Desert Surface
  1389. Compress Uncompress Universe Model()
  1390. Sustaining the Gradient Of Vegetation Growth In Any Desert Is Important. Grab The Chance. Sustain by manual watering?
  1391. A Very Important Idea – Let People Invest In Farming And Get Cheaper Food?
  1392. Higher Abstract Version Of Potential Differences – Network Of Voltage Maps?
  1393. Higher Math Idea – Calculate With Raytraced Render Objects Instead Of Simple Boarder Defined Objects?
  1394. Machine Learning – Should There Not Exist An Internal Prediction Function For Missing Values? Like GIMP Heal Transparency
  1395. Physics Guess – Energy And Information Black Hole Energy Bundle?
  1396. Machine Learning Material Idea – Loss function Criterion(steel, predicted plastic)
  1397. Homeless Innovation – Could Glasses Reduce The Risk Of Personal Robbery – Improve Chances In Other Ways?
  1398. Wonderful Idea – Linear System Model Of Machine Learning – A,b = model(…) Where Ax = b
  1399. Are The Future Resistors Essentially Computational Chips Which Can Simulate Different Loads?
  1400. Machine Learning Physics – Could The Physics Solver In Blender Be Improved With Machine Learning And Denoising?
  1401. Battery Innovation – Glass Fiber For Batteries?
  1402. More Efficient Electric Car Idea – Sun Inspired Electron Process Program? What Does The Electron Need To Do In The Sun. And What Is The Algorithm?
  1403. Idea – Simulated Rainforests Manually Initiated
  1404. Higher Math – Beneficial Truth Function Around 0.999… Repeating Decimal – Network Model Of Truth
  1405. Battery Idea – Could An Elastic Membrane Find Some Use In A Battery?
  1406. Physic Idea – Physical Mass Process Laws? Programs Of Code For Atom Forces, Gravity, Magnetism,..
  1407. Little Meat Product Idea – VeggiLite Hamburgers or Meatballs With Lots Of Veggi And Just A Little Meat In The Mix
  1408. Rain Idea – Creating The Environment Optimized For Rain – No Pollution? Salt?
  1409. Machine Learning Physics Speculation – Control The Speed Vector Of Probability
  1410. Machine Learning Engineering – Decision Tree Of Motors In Electric Vehicles
  1411. Machine Learning Idea – The Model Predictions Must Be Exact For A True Low Poly Version Of The Signal. Found Out That You ?Must Invert One Of Two -F.relu()
  1412. Computational Evolution Idea – Could Birds Have Turbulence Feather Memory For Prediction? Finding Food
  1413. Wild Guess – Does There Exist Smart Text Between Objects Like a Inspirational Transform In Machine Learning?
  1414. Empower Unemployed People Idea – Work For A Time Limited ?Project To Get A Rebate On A Car Or Driver License
  1415. Mathematical Idea – Using Simulated Noise To Stay Independent?
  1416. Nasal Spray Alternative – Just Use Plain Water In The Nose When You Got Nothing Else
  1417. Battery Idea – Could A Ion Sprinkler Or an Ion Spreader Be Used In A Battery?
  1418. Win Win Homeless And Dog Idea – Could Homeless Be Empowered With A Tiny Home So They Could Perhaps Take Care Of A Homeless Dog?
  1419. Speaker Idea – Speaker Inspired By The TV
  1420. Don’t Drink And Blender Idea – Automatic Save Of Render State During Long Image Renders. Resilient Against Computer Failures
  1421. Machine Learning Guess – Using x, y Coordinates For Classification Points On A Common Canvas
  1422. Machine Learning Math – N-Dimensional Data ?Complex Numbers? Separate Harder And Harder To Understand Data Into Columns. Could Make Sense to Machine Learning
  1423. Happiness Idea For Russia – How Do We Empower People So They Can Buy/Afford An Electric Car? Work For Extra Car Money Incentives?
  1424. Water Desalination Invention Idea – Tube That Sweats Out Brine Instead Of Water? Freshwater Separation
  1425. Battery Innovation Speculation – Could Sand Be Used As A Playing Field Volume For Classification Of The Best Material For A Battery?
  1426. Why Molecular Folding – Continous Update Of Structual Fittness? Engineering Strength? Ability To Stay Non broken
  1427. Water For The Desert? – Can You Filter Water That Adapts To The Desert?
  1428. Manufacturing Idea – Could Machine Learning Super Resolution Help Manufacturing?
  1429. Wild Math Guess – 2x Derivative – Imaginative Derivative Does Not Need To Be Zero For Constant Middle Values?
  1430. Driving Inventions Idea – Youtube Live Show Where You Vote By Phone On Inventions
  1431. Idea For African Inventors – Solar Rechargeable Swivel Cordless Electric Cleaner?
  1432. Machine Learning Physics Guess – Does Random Spin Help Classification By Sequence Sampling Probability Classifications
  1433. Homeless Idea – Some Words For Social Innovation
  1434. STEM Book Idea – Small Bible Format And Size STEM School Book
  1435. Tutorials Needed – Tutorial On Creating An Invention From Scratch?
  1436. Genius Idea Electricity From Heat – Use Movement To Slide Along A Heated Surface For Concentrated Heat
  1437. Climate Idea – Is It Possible To Create A Rain And Tree Corridors If All That Is Needed Is To Following A Green Growth Function Perhaps Entering Saudi Arabia From The Arabian Sea?
  1438. Super Climate And Energy Idea – Heat And Cold Storage Driven Process From Free Heat From Roads. Cool The City. Improve Rain Conditions?
  1439. Fusion Idea – Could You With Lasers Move Heat With Network Precision? Not Heat With Lasers Just Move Heat
  1440. Machine Learning – Getting .8985 Or MNIST With Only 1000 Train vs 69000 Test Samples Using Denoise
  1441. Long-Term Tiredness Idea – Try The White Raw Part Of Mild Point Cabbage
  1442. Engineering Guess – Do The Numerical Iteration Process Have Some Real World Meaning. Efficiency?
  1443. Linux Maker Project Idea – Raspberry Pi Stereo With Audio Calf Type Plugins?
  1444. Fusion Idea – Iterate A Perfect Start For Fusion To Take Place? Similar To Machine Learning Iteration Perfect Start
  1445. Education Idea – No Big Deal Note Pads With Theory And Exercise Pages
  1446. Tired And Heavy Feet Idea – Light Touch With A Wet Cloth And Let Evaporate
  1447. Machine Learning Idea – Decision Function Choice Of Activation Function?
  1448. Math Book Idea – What About Calculus For Python Machine Learning Programmers?
  1449. Peace Idea – A Globally Pledged Peace Budget For The Israel Palestine Conflict?
  1450. Machine Learning Activation Function Idea – Switch Between x And x^2 For Each Iteration
  1451. Peace Idea – Empower Locals, Companies Focused On Empowering People?
  1452. Machine Learning Battery Guess – Generated Surfaces? Water Ice Cubes And Energy
  1453. Machine Learning Idea – My Simple Free Image Compression Idea – Learned Discriminator() As Error Check
  1454. Math Idea – Integral(exp(-x^2)) ?Almost Equal Integral(Smooth(_/\_)) ?
  1455. Numerical Methods Idea – A*denoise(x)=b
  1456. Math Idea – Decision Numbers?
  1457. Blender Idea – Lossy Compressed 3D Object Via Ogg 16 bit Signal Compression?
  1458. Differential Equations Insight – Is A Differential Equation Almost An Implicit Value Replacement Function For Missing Target Values?
  1459. Idea – Combine Many Small Electric Motors. Efficiency Should Be Highest At Low Dimensions? Because Life Can Not Exist Otherwise?
  1460. My Machine Learning Idea – A Perfect Start
  1461. Learning Idea – Learning By Switching From A Generator Mode To A Detector Mode And Back
  1462. Sustainible Peace Idea – Peace With Iran Through A Joint Build Project? Greening The Desert?
  1463. Math idea – How Complicated Is The Data. My Time Complexity Measurement
  1464. Mathematical Guess – Iterate From Random A Diff Equation, Slope Field Generation?
  1465. Mathematical Idea – Distributions Optimized For Life, The Water Network
  1466. The Only Terraforming Allowed – Grow Large Green Areas Of Different Plants, Trees etc.
  1467. Refugee Livelihood – ?Mobile Shoe Industry – Peace Shoes
  1468. Physical Well Being Idea – Heat Fan Activation Of Brain Calming
  1469. Food – Ecological Meat
  1470. Better Earth Restoration? – What Are The Rain Networks?
  1471. Math Idea – Normal distribution object. Scaled 3D Object As A Random Generator Object. The Elongated Ellipsoid?
  1472. Peace Idea – Restaurants For Peace?
  1473. Battery Idea – Does There Exist Plastic Networks Together With Metal That Could Be Used In Batteries?
  1474. Anti Hate Or Anti Bullying Food – Banana?
  1475. Homeless Innovation Idea – Civil Servant Carpenters In Charge Of Building Tiny Homes For Homeless?
  1476. Idea – Big Model Output As Input To Many Tiny Models. Similar To Spline Fitting But For Big To Small Machine Learning Models
  1477. With Peace You Get Exponential Scaling Against Evil. Good Ideas Never Die. Then Why Not Win The Peace Empowering Homeless With Housing. Are There Other Easy Wins?
  1478. Wild Physics Guess – Nothing Is Really Constant. The Earth Need To Work To Make Gravity Somewhat Predictable For Life
  1479. Food Innovation – Food Presents
  1480. Cosmology Speculation – 3D Blender Model As Shaped Noise For Machine Learning Models
  1481. Why Sustainable Peace Is So Important
  1482. Machine Learning Idea – Real World Suspension As 3D Additions To Machine learning
  1483. Machine Learning Idea – Add And Remove Noise Points By Different Distribution Functions
  1484. Machine Learning Idea – Model To Generate Programming Code From Story Text As A Way To Check Understanding?
  1485. Machine Learning Idea – 3D Spherical Boundary Map As Decision Basis?
  1486. Philosophy idea – Infinite Object Story
  1487. Ultra Genius Idea – Light As GAN Miss-Classification For Electron Decisions
  1488. Machine Learning Idea – Non Linear Probability Curve? With Respect To The Number Of Training Samples
  1489. Psychological Healing Idea – Always Keep The Blood Flow To The Brain Warm – If Cold Hands – Warm The Back, Your Spine With A Light Heat Fan
  1490. Gravity Physics Speculation – Network Precision Is Key – Gravity Energy To Choose Between Two Positions
  1491. Computing Idea – Salt CPU – Intelligent Dissolving And Solving Water Led Computing
  1492. Machine Learning Speculation – Network Compression Ratio?? Water parameters?
  1493. Calculate Gravity From Star Twinkle?
  1494. Subtle Intelligence Idea – Perfect Representation vs Revealing Representation
  1495. Since Peace Is The Most Import Thing – What is A Peace Country Network?
  1496. Gravity – Network Within A Network As Unsupervised Clustering?
  1497. Battery Speculation – If The Electric Battery Is A Network. Is It Computing Unsupervised Classification?
  1498. Philosophy Idea – the (Problem, Question, Answer) triplet + Probability?
  1499. Switch GAN network – Switch Places For Model Generator And Discriminator
  1500. Future Technology
  1501. Mathematics Singularity Idea – Problem_Dependent_Division – All Possible Problems Are Not The Same
  1502. Peace Idea – You Get The ?Most Good Results For The Money From Empowering Poor People In Russia and America. Help Them Build Affordable Houses And Let Them Help Build Up Their Country Again
  1503. My Mathematical Idea – Complex Noise Number, a+i*model(noise), inital guess
  1504. Philosophical Possibility Idea – Line Shaped Noise – Classification Of Line Direction And Length
  1505. Linux Idea – Make Your Own Plugin In A Plugin
  1506. Machine Learning Math – What Is A Constant?
  1507. Math Innovation Guess – Set of Probably Inventions. The Faulty Calculator Number
  1508. Machine Learning Idea – Other Ways To Solve A Problem. First Do A Cleaner Looking Compete Version?
  1509. Israel Palestine Peace Deal Innovation – A Deal For Young People To Get Jobs Building Their Houses? Maybe #peace is simple
  1510. Amiga Soundenhancer Idea – Enhance Youtube Audio Realtime Using Linux calf-plugins
  1511. Towards Train Station Innovation – How Do You Create A Great Train Station Experience. Museum Experience Or Maybe Swedish Nature Films By Regular People
  1512. Machine Learning Idea – Using A GAN For SuperResolution
  1513. Machine Learning Physics – Balls Of Steel As A Machine Learning Network?
  1514. Internet Innovation – Make Use Of Subdomains. Attract More Companies To Your City. city.company.domain
  1515. Physics Speculation, Time – Everything Is Just Classifier And A Generator Of Noise
  1516. Super Important Battery Guess – Generate Battery Inspiration Data In A CPU environment? Smart Surface Area?
  1517. Machine Learning Physics Guess – Light + Matter Form A Network Fast
  1518. Battery Innovation – Using GIMP Heal Section For Battery Inspiration
  1519. GAN Miss Of Classification – Could The Model Taste Or Feel Rather Than See? – Starfish Inspiration
  1520. Innovating The CPU Fan – Using GIMP Gmic-Solidy Plugin And Blender Combo
  1521. Machine Learning Math – Its Faster To Reformulate A Problem Than To Solve It??
  1522. Machine Learning Speculation – Do Machine Learning Layers Experience Internal Oscillations?
  1523. 3D idea – Generate Inspiration For 3D Object Details – Blender And GIMP Heal Section
  1524. Physics Machine Learning Idea – Should There Exist A Damping Constant Associated With The Speed Of Light?
  1525. Machine Learning Idea – Denoise(im, weights=xy_map). XY Strength Denoising
  1526. Innovate India – Reusable Walls And Floors In Building Architecture To Create Tiny Houses For The Homeless? Trillion dollar industry? Non Destructive Demolishing
  1527. Smart Mathematics Idea – A Random Constant As A Type Of A Higher Constant Object
  1528. Blind Innovation – Internet Experience For The Blind – On Demand Stops For A Scene TTS Describer Voice?
  1529. Physics Philosophy – Real Object Distance = Generator(Noise Distance)
  1530. Mathematics Idea – Using A GAN To Challenge The Central Limit Theorem – Towards A Normal Distribution Because Of A Non Updating Generator?
  1531. Raspberry Pi Idea – Course That Teaches Grandparents Raspberry Pi And Scratch For Teaching Their Grandchildren?
  1532. Linux Idea – Use A Jupyter Notebook For Hard To Remember Terminal Commands?
  1533. Machine Learning Idea – Could You Use Machine Learning To Calculate Bad Vaccine Response On An Individual Basis For The Benefit Of The Child
  1534. Philosophy – What Is A Power Sentence And Why Is It Important?
  1535. CPU Cooling Idea – Air Suction As A Way To Remove The Heat From The CPU
  1536. Homeless Prevention – Pensioner Backup Housing?
  1537. Invention – Layer That Acts Like A Valve. Distributed Valve Function
  1538. Machine Learning Math – Example Mathematics Train Models On Graphs And Labels
  1539. Battery Idea – Should There Exist A Gas Layer Battery?
  1540. Battery Idea – Should There Exist A Near Field Battery?
  1541. Math Idea – Should There Exist Intensity Equations Complementing Differential Equations?
  1542. Machine Learning Innovation – How Would Non-Linear Connections Work?
  1543. Innovate Bangladesh – Using Machine Learning To Create An Open Vectorized Video Codec For Low Bandwidth Youtube?
  1544. Improve Healthcare Research Idea – Could Machine Learning Help Earn You More Money? Store Layouts etc.
  1545. Innovate Bangladesh – Carpenters For Borrow? Public Funded Public Service
  1546. Linux Idea – Imagine Your Linux Desktop With Blender In 3D
  1547. Machine Learning Idea – Should There Exist An Index Generator Or An Intelligent Sampler?
  1548. Dyslexia Idea – Inspiration From Machine Learning. Three Shifted Rows With The Same Sentence. Large In Data Matrix.
  1549. Environmental Idea – Keeping The Coral Reef Fresh As ?Easy As Keeping The Water In The Aquarium Clean. Optimize The Water For Aquarifish?
  1550. Machine Learning Idea – Imaginative Problem Probability Training Using GAN’s?
  1551. Physics Speculation – Does There Exist Confusion Matrix Fields? Responsible For Randomizing Universe Object Properties Like Spin?
  1552. Education And Job Idea – What Jobs Can You Do To Save Us? That Will Be The Jobs People Are Willing To Pay A Salary For
  1553. Super Idea – How Much Food and CO2 uptake Do We Get With A Solar Powered Desalination Plant For The African Sahara Desert?
  1554. Super Critical Idea – Save As Much Farmland From Salty Hurricanes As Possible With Mobile Water Desalination In A Reuse Process?
  1555. Refugee Job Idea – Simplified Livelihood Consulting Firm? Successful way to deliver services?
  1556. Physics Philosophy – What Is Constant Is Also Classes In Machine Learning Classification Sense? Speed Of Light
  1557. Peace Idea – Empower Countries With Or Without Minorities. Enhance and Build Houses For Smart Asset Generation
  1558. Physics Philosophy Speculation – Gravity Relation To A Machine Learning GAN . Gravity As The Generator. Mass As The Discriminator
  1559. Idea Create As Many Online Courses As There Are Books – Value Added Tax Reduction For Online School Courses? Could you borrow an online course?
  1560. Machine Learning Physics Idea – Small Scale Matrix Fusion? Every object can be placed in a matrix
  1561. Energy Idea – Water As Complex Network Energy Problem?
  1562. Some Thoughts – A GAN Network To Color A BW Photo?
  1563. Peace Idea – Could Smartphone VR Headset Visualization Be Used To Share And Vote For Palestine Cities Of Peace?
  1564. Super Battery Idea – Magnetic Field Lines With Iron Filings And Using Ai-Thesaurus As Inspiration For A Layered Battery?
  1565. Food Recipe – Pre Boiled Rice In The Pancake
  1566. Refugee Energy Access – Portable Wind Power?
  1567. Refugee Resilience – Refugee Field Health Care Training – Train Local Refugee Nurses And Doctors
  1568. Speculation Machine Learning Physics – Reverse Entropy Change
  1569. Refrigeration Idea – Parameter Cooling XYZ Matrix Point Refrigerator Invention
  1570. Idé – Enklare Tiny House Som En Studerabostad – Få Hemlösa Ungdomar I Utbildning Samt Jobb
  1571. Creative Math Inspiration – How many Matches Does It Take To Create 30 Squares?
  1572. Warm Blooded Battery Idea – Hollow Battery Cylinder For Cooling And Heating?
  1573. Idea – Gaming Centers Turned Into Headphone Music Playgrounds?
  1574. Battery Guess – What If You Made A Plastic With Salty Taste. Could This Lead To A Long Lasting Battery?
  1575. Electric Car Battery – Imaginative Algorithm That Generates 3D Printable Plastic Acid Battery?
  1576. Homeless Innovation – Empower Homeless With Shelter Kits?
  1577. Homeless Innovation Idea – A Cooling Or Heating Bag For The Homeless?
  1578. Peace Idea – What If The World Would Hold Appreciation Festivals For The Young Jewish And Arabs?
  1579. Water Preserving Question – Does A Healthy Living Lake Preserve Its Freshwater?
  1580. Public Support Idea – Pay What You Want Monthly Amount To Get As Many Researches And Engineers Trained While Working On Batteries, Small Desalination, Electric Cars ?
  1581. Thoughts Of Singularity – So When Facing A Singularity You ?Assume A New Object
  1582. Homeless Innovation – Preemptive Investments For People Within Risk Groups Of Becoming Homeless?
  1583. Homeless Innovation Russia – Place And Energy Access For A Sewing Machines? Simplified Mobile Visible Tax
  1584. Humanitarian Desalination Challenge
  1585. Innovate For The Homeless In Russia – Do Good To Everyone And Their Is A Higher Chance You Receive Goodness
  1586. Energy In The Machine Learning Sense – Directed Imagination
  1587. Battery Idea – Set Of Probable Inventions
  1588. Why Hurricanes Speculation – What Is Nature Purpose For Hurricanes? How Can We Lower The Frequency?
  1589. Rain Downfall Guess – Do Diesel Or Gas Powered Cars Affect The Airs Rain Function Ability?
  1590. Idea – Better The Opportunity For 2+ Billion People On Facebook With Video Education
  1591. Math Guess – Equations Like Physical Objects -> Shadow Equations?
  1592. Algorithmic? Desalination – Saltwater +- Freshwater
  1593. New Battery Strategy Guess – Low Lithium Battery – Replace Volume With Low Weight Materials Like Lithium Enhancing Plastic?
  1594. Electric Car Speculation – Should The Wheel Have A Magnetic Field?
  1595. Idea – Water Preparedness Cape Town
  1596. African School Innovation – Food Producing School?
  1597. Physics Philosophy – Reverse Theory Classification?
  1598. Cleaning Idea – Public Toilet Public Mopping – Option To Clean The Floor?
  1599. Homeless Innovation – Could A Tiny House On The Property Help Homeless Survive The Winter And Pensioners With Money For Food?
  1600. Homeless Innovation Idea – Buss As A Temporary Mobile Shelter
  1601. Desalination Idea – China Inspired Fast Construction Methods For Water Desalination Plants?
  1602. Social Innovation – Could Investing In Mothers Help Prevent Alienation, Crime and Improve The Happiness Of Young People?
  1603. Innovation Philosophy – Two Iteration Speeds Thoughts On The Reason For The Magnetic Iron Core?
  1604. Super Battery – Does There Exist A Smart Efficiency Strategy?
  1605. Peace Idea – Commuter Train For The Palestinians?
  1606. Idea – Smog Filter Guess
  1607. Offer A Change – Accredited Free Online High School Courses For Those Who Missed Out On School – Could Limit Criminality On A Massive Scale
  1608. Innovation Philosophy – Should Everything Have Multiple Layers?
  1609. Desalination Idea – Does There Exist Something Like Pressure Dots For Reverse Osmosis?
  1610. Job Idea – Café With Smartphone And Tablet Support Person?
  1611. Water Idea – Local Rural And City Water Safety Courses?
  1612. ?Wanted Youth Project Idea – Tutorial To Create Your Own ?Emulated Single board Computer?
  1613. Green Machine Learning Idea – Image Recognition To Generate The Best Growing Environment? Greening The Desert And More
  1614. Ideas – Needing 100+ ideas To Stop School Shootings
  1615. Could A Fingerprint Sensor For Regular Combination Locks Work As Some Kind Of Gun Safety?
  1616. Water Desalination Guess – Hot And Cold Water Side Of The Filter?
  1617. Idea – Flying Field Particle Machine Inspired By Birds Year 2000+ Edition
  1618. Programming Assistant Community – Idea For Developing An Internet Experience For The Blind
  1619. Peace Idea For Israel – Tunnel Agriculture For Food Security In Times Of Climate Change? Indiana Jones Tunnel Railway Carts With Crops?
  1620. Physical Movement Denoiser – Movement Restoration?
  1621. Water Preservation – Clean Water Spray Bottle For Dish Washing?
  1622. Idea – Use A Lightweight Cheap Cooling Bag For Shopping Meat, Milk, Butter, Eggs And More
  1623. Music World a Multi Player Game Creation Idea – Peer Scored Music Creation Game
  1624. Super Battery Idea – Could There Exist Different Battery Medicine Like Anticoagulants?
  1625. Water Preservation – Shower Suit For Men and Woman?
  1626. #dayzero Using Camping Products For Indoor Water Preservation – Camper Toilet And Shower?
  1627. Distributed Water Desalination – Portable Boat Desalination Products?
  1628. Linux Hardware Idea – Hardware Accelarated Python Script?
  1629. Product Idea – The L Keyboard. The Keyboard Where Any Key Can Be Lit
  1630. Water Usage Reduction Idea – Constructed Sun Shades For Cattle? To Prevent Food And Water Shortage
  1631. Peace Idea – Dual Innovation Pledge Or Agreement Among Big Companies?
  1632. Super Battery Idea Proportionally Different – Large And Small Battery Electrodes?
  1633. Machine Learning Idea – Per Layer Error Correction L1 = Denoise(L1), L2 = Denoise(L2), … Criterion(output,target)
  1634. Python Idea – Search Images For Near Or Exact Duplicates Using Python
  1635. Food ?Preservation Guess – Can A Mix Between Living Plants And Harvested Fruits Or Veggies Keep Them Fresh For Longer?
  1636. Important Idea – Could Solar Panels Reduce Deforestation As Fuel wood?
  1637. Idea – Enough Information For Computer Imagination
  1638. Super Battery Idea – Spray On Electrodes?
  1639. Speculation – Crystal Structure And Unsupervised Energy Algorithms?
  1640. Invention Example – 3D Printed Metal Blasted Or Coated Rock Material?
  1641. Video – Simulated HDD Sounds For The SSD Python Midi Test
  1642. Idea – Could The Ion Drive Be Improved From Network Theory?
  1643. Reason To Investigate Things We Take For Granted – How Can Water Drops Be Used In Inventions?
  1644. Water Boiling Idea – Heating Network For Boiling Water With A Machine Learned Algorithm?
  1645. Refugee Idea – Could Solar Panel Rice Cookers 12V/24V Work For The Rohingya Refugees?
  1646. Linux Idea – Per Process Memory Compression Command
  1647. Linux Idea – Futuristic or Retro Harddrive Sounds For The SSD
  1648. Product Idea – Could A Foldable TV Powered By A Solar Rechargeable Battery Be Useful As Portables For Refugees?
  1649. Linux Idea – Gamification Of The Linux Distro Install
  1650. Internet Service Provider Idea – Education Package Bundles?
  1651. Small Tutorial Video – Installing Torch7 Lua On An Android Phone via Termux Arch
  1652. Food Resilience Idea – What Does A Modern Wooden Oven Look Like?
  1653. Battery Idea – Could Water Or Liquid Filtering Techniques Be Used In A Super Battery?
  1654. Refugee Heating In Winter Time Idea – Winter Gloves Holding Heated Water In A Pot
  1655. Mobile Coding – Running Torch7 (Machine Learning with lua) Under Termux-Arch (Android Phone)
  1656. Livelihood Idea – Make Your Own IT Programming Courses On Facebook As Part Of A Livelihood
  1657. Study And Learn Idea – Study By Imagination
  1658. Physics Speculation – Is Gravity Recurrent Information In The Machine Learning Sense?
  1659. Machine Learning Idea – Take Advantage Of The Reverse Relationship Between Verification And To Get A Prediction?
  1660. Machine Learning Idea – Draw Functions?
  1661. Apartment Innovation – Rented Apartment With Included Summer Or Winter Vacation Places?
  1662. Math Insight – What Are Complex Numbers In The Machine Learning Sense?
  1663. Machine Learning Insight – Every Parameter Is A Network Including The Bias
  1664. Math Idea – Mandelbrot Fractal With Recursive c
  1665. Machine Learning – Is Image Raytracing Using Machine Learning Possible?
  1666. Machine Learning Idea – The Light Sigmoid Or Dual Linearity Function
  1667. Machine Learning Idea – Calculating With Complex Roots
  1668. Machine Learning Idea – Implicit Error Function
  1669. Newspaper And Magazine Innovation – Include Python Coding Courses In Machine Learning?
  1670. Idea – Python Plots As Good As A Christmas Card !?
  1671. Homeless Innovation – I Just Read A Wonderful Idea
  1672. Physical Network Desalination – Could You Take Advantage Of Freeze Filtering Salt Water Around Freshwater Ice?
  1673. Physics Network Speculation – Is Fusion Easier With A Cold Outer Space And Hot Plasma And A Window?
  1674. Machine Learning Philosophy – Does There Exist A Two Check Model?
  1675. Smart (Machine Learning) Math Idea – Rational Numbers As Input Data or Target
  1676. Machine Learning Philosophy Idea – All Data Has A Direction Like A[Concentrated, Pointing, Diffuse, Good, Better, …
  1677. Machine Learning Idea – Resample And Zoom
  1678. Machine Learning Idea – Calculate With More Truth
  1679. Dynamic Weight Matrices – What If You Use Some Dynamic Weights, W(i) = B(i) +a(i)*random()?
  1680. Merry Christmas Wishes
  1681. Network Math Idea – Does Network Math Follow The Path Of Old Mathematics?
  1682. Battery Idea – Flying Electron And Ion Battery?
  1683. Large Refugee Camp School Innovation – Plastic Lead Pencil Manufacturing Machines?
  1684. Homeless Innovation Idea – Donated Wood Planks, Timber For Housing First Homeless Organisation
  1685. Clothes Store Shopping Idea – Woman Blouse Plus A Man Shirt 2 For 1 Deal
  1686. Philosophy Speculation – Network Reality Object x,y,z,t?
  1687. Peace Idea – Trust Seeking Declaration On Jerusalem From European Countries To Israel Is Needed
  1688. Physics Guess – Is Ultra Determinism Required For Fusion?
  1689. Machine Learning Idea – Error Recognition In Classification?
  1690. Idea – School-Peace Fund And Innovation Against Bullying?
  1691. Zero Stop Train – Independent Train Commuter Railway Lines
  1692. Peace Idea – Build An Identical Copy Of Jerusalem For Palestine As Their Capital
  1693. TV Idea – Digital Christmas Theme Border On The TV
  1694. Peace Idea – Peace Oriented Food?
  1695. Peace Idea – Second Chances For Jerusalem
  1696. Idea – Minister Of Peace And Peace Departments And Peace Influenced Bureaucracy?
  1697. Peace Idea – Global Peace Tax Or Fee?
  1698. Innovate Palestine – The Building Of Two New Cities To Be Country Capital Candidates?
  1699. Probability Theory – Use Machine Learning Network Objects Instead Of Initial Value Probabilities?
  1700. The Peace Idea – Lets Build The Best New Palestinian Capital There Ever Was
  1701. Language Learning Idea – Manage A Phone/Tablet/Computer In Another Language
  1702. Idea Generation – Network Creativity
  1703. My Grand Physics Idea – The Atomic ”Neural” Network Of Connected Weights
  1704. Machine Learning Math idea – Number With Properties – The Emulated Number System
  1705. Machine Learning Math Idea – Outer And Inner Numbers To The Number Line?
  1706. Question – How Much Has The Shed Meant For Country Development?
  1707. Music Idea – Adjusting The Music EQ According To Object Separation Recognition
  1708. Innovation Idea – Super Battery Through Machine Learning?
  1709. Idea Jobs – Value Increasing Preparation Work In Before Selling Houses
  1710. Just so glad
  1711. Physics Speculation – Why Do Leaves Have A Little Transparency?
  1712. Math Speculation – Is There A ?Nano World For Functions Using Machine Learning Super Resolution?
  1713. Math Idea – Stochastic Integration?
  1714. Peace Idea – Commercial Peace Labels On Products
  1715. Idea – Company Workplace Sharing?
  1716. Music DAW Innovation – Using Machine Learning For Fine Tuning Everything Using ?Error Functions
  1717. Rural Educational – Why Not Put Raspberry Pi’s In Stationary Computers As An Upgrade In Rugged Environments?
  1718. Idea – Parallel Text – n Dimensional Input For People
  1719. Machine Learning Idea – Complexity Recognition From Smoothed Weight Matrices – Is The Problem Easy Or Hard?
  1720. Social Innovation – Housing Company Optimized For The Homeless?
  1721. Workaround Pytorch Old CPU No SSE4 – Use Intel Software Development Emulator And A CUDA GPU
  1722. Physics Guess – Should There Exist A Solid Silicon Fuel cell?
  1723. Speculation – Origin Of Life And The Universe
  1724. Physics Question – Excited State Electron With Out An Atom?
  1725. Gravity Idea – Is Gravity A Type Of Light That Generates A ?temporary Electron Resulting In A Force?
  1726. Physics Guess – Does There Exist A Probabilistic Drive?
  1727. Innovative Job Idea for Homeless – Tiny Houses As Hair Cutting Salons
  1728. Machine Learning Idea – History Of Gradient Descent As Learning Data For A Deep Update?
  1729. Education Resilience – How Do We Educate If There Is No Central Education?
  1730. Social Innovation – Could Entrepreneurship Training For EU-Migrants Be A Sustainable Way Forward?
  1731. Fusion Speculation – Does The Sun Transform The Problem To An Easier One With Complex Pre Heat Treatment?
  1732. Machine Learning Idea – Transform A Problem To An Easier Problem?
  1733. Philosophical Idea – A Network Problem As The Connection Between Physics And Chemistry
  1734. Programming Help Idea – Chat bot writing some hilarious jokes while I’m coding and getting errors
  1735. The universe is optimized for life not to harm life. Be good to each other.
  1736. Machine Learning Idea – Weight Values On Demand
  1737. Jobs And Housing – Its Not One Group Vs The Other
  1738. Innovate Retail? – Low Rent 10+ Tiny Houses Village Shops And Recreational Activities?
  1739. Continuum Machine Learning Idea? – Small Changes
  1740. Product Guess – Using 1000+ Small Fuel Cell Units For Charging The Electric Car Battery?
  1741. Idea – Innovate As A Strategy For Lasting Peace
  1742. Thought Idea – Applying Feelings To Mathematics
  1743. Data Scaling Alternative? – Separate Columns For m,n from The Scientific Notation
  1744. Idea – Innovate For Better School Environment?
  1745. Linux Software Idea – Libre Office Calc With Machine Learning Algorithms?
  1746. Physics Idea – Word Association To Inspire Science? Electron Bounce?
  1747. Transportation Innovation – Electric Roads Working Together With Drones?
  1748. What If The People Of A Country Could Get The Nobel Peace Prize
  1749. Thinking Like A Genius – The Feeling Search Space Gives Me A Warm Velvet/Silk Like Keyboard Invention
  1750. Physics Speculation – Water Freezing
  1751. Internet Access And Electric Car Idea – Electric Roads With Built In High Speed Internet Fibre
  1752. Physics Speculation – Physical Constants As Some Sort Of Labels In A Supervised Learning Universe
  1753. Income Generation For Artists – An Artists Own WordPress Page In Spotify?
  1754. Physics DNA – Do The Universe Send Quantum Information By Teleportation For Parameters In Construction Blueprints Algorithms?
  1755. Philosophy Speculation – Planet Dimensions Instead Of A Multiverse
  1756. Invention Idea – Cross Woven Plywood?
  1757. Physics Idea – Does Water To Rock Compression Inspire Some Invention?
  1758. Idea – Innovate For Homeless
  1759. Idea – Wifi And Smartphone Collections For The Homeless
  1760. Invention Idea – Hacker Keyboard
  1761. Invention Idea – Rotating Cylinder In A Cold/Hot Fluid For Heat Transfer
  1762. Programming Idea – Try Split View And Zoom For The Kate Code Editor
  1763. Job Idea – On Location Printing For On Demand Magazines?
  1764. Idea – Fire Fighting Multi Purpose Taxis?
  1765. Battery Socket Idea For Electric Cars – Two Generations Upgradeable Battery?
  1766. Job Idea – Homeless As Tiny House Hotel Keepers?
  1767. Smart Physics Thought Idea – ”God does not play dice with the universe”
  1768. Product Idea – Heatpump For Tiny Houses?
  1769. Idea – Tiny Houses For Public Housing Companies To Be Rented Out?
  1770. Idea – Video To Drawing Animation
  1771. Livelihood Product Idea – Energy Rating A+ For Sewing And Other Livelihood Machines
  1772. Physics Math Question – Is there shortcuts into dealing with infinite number of equations?
  1773. Physics Guess – Could Electrons Have Different Sizes Dependent On The Distance From The Center Of The Atom?
  1774. Machine Learning Idea – Word Cloud Labels?
  1775. Smart Physics – Mass == Construction
  1776. Single Board Computer Innovation – Graphics Card Without Ports – Small Form Factor?
  1777. Some Thoughts – Does Observation Mean Correcting For The Universe?
  1778. Guess – Could Piston Initiated Pulsating Pressure Increase Effectiveness In Coal Fired Stations?
  1779. Reading Idea – Guess Learning For Dyslexics
  1780. Product Idea – Could Steel Wire Enable Moldable Shoes?
  1781. Idea – Using Water Soaked Wood Pieces To Combat Desertification?
  1782. Idea – Big Tech Company Engagement For The Long Term Unemployed?
  1783. Machine Learning Speculation – Product Rating
  1784. Idea – Could Jupyter Notebook Teach HTML?
  1785. Refugee Self-Reliance Idea – Driving License Training Using Electric Cars?
  1786. Physical Game Idea – Horizontal LCD Screen With Smart Plastic Figures On Top
  1787. Idea – Retro Display For Fantasy Computers Like The TIC-80, …
  1788. Product Idea – Wheel Spade
  1789. Safety Product Idea – Tent-Fence For Caravans, Tiny Houses and Tents
  1790. Handicap Innovation – Pedestrian Crossing With A Handicap Button? Double The Time
  1791. Guess – Could Women With A Little Breast Milk In Their Breasts Be More Protected Against Breast Cancer?
  1792. Innovation Idea – Philosophical Machine Elements?
  1793. Product Idea – Story Telling Toys
  1794. Product Idea – Mechanical Math Game
  1795. Startup TV Innovation Idea – Home Omni Projector
  1796. Global Education Solution – Educate Game Developers In Education And Teaching
  1797. Education Idea – Wireless USB Pen Mouse To Make The Projector Interactive
  1798. Idea – Using Machine Learning As Recognition Checksum For Texts?
  1799. Idea – Uncertainty Principle
  1800. Education Idea – Learning To Read Inspired By Quire Karaoke ?
  1801. Idea – Can Optimizing For Insects Be The Second Level Of Fixing Desertification?
  1802. Machine Learning Idea – Train On Markov Chains Based On The Target Time Series?
  1803. Idea – Could Tiny Houses Help Students With Shortage Of Apartments And Rent
  1804. Physics Speculation – Two Object Gravity?
  1805. Testing a little VR Side By Side 3D
  1806. Feature Request – Python Jupyter Notebook In Blender 3D?
  1807. Peace Idea – Outsourcing Jobs To North Korea?
  1808. Physics Speculation – Einstein Time And Networks
  1809. Machine Learning Time Series Idea – From Points To Histograms To Network Object Predictions?
  1810. Speculation – If Nothing Is Random To The Universe Then Every Curve Should Make Sense?
  1811. Speculation – Machine Learning Information Experiment
  1812. Machine Learning Idea – Visualize Time Series Loss Where Loss = Loss ( time, iteration )
  1813. Startup Site Idea – Python Today
  1814. Machine Learning Idea – Flying Histogram?
  1815. Entertainment Idea – Possibilities With Creative Commons Licensed Satellite Channels?
  1816. Aid Idea – NGO’s And Volounteers Helping People Get Employed
  1817. Startup Idea – Raspberry Pi Sense HAT For The Phone?
  1818. Mathematical Speculation – Image Based Markov Chains?
  1819. Simple Benchmark Test – Internal Memory vs External SD card On A Huawei
  1820. Product Idea – Using A Solar Air Conditioner For Extracting Water From Air?
  1821. Machine Learning Generalization – Apply Super Resolution To Noise Filtered Weight Matrices ?
  1822. Idea – Could You Construct From Sound Predictions?
  1823. Product Idea – Dyslexia Reading Tablet?
  1824. Idea – Polar Cardinal Directions?
  1825. Test – MP3 vs OGG Machine Learning
  1826. Startup Idea – Global Online Education Platform?
  1827. High Risk High Reward – Machine Learning Models With Division?
  1828. Math Idea – Space Time Vector Transformation
  1829. Education Idea – Higher Education Inspired By Kaggle.com
  1830. Idea – Encode Images As ?Video For Machine Learning Datasets
  1831. Biology Idea – Kinship Mimicry
  1832. Phone Idea – Build Your Own Wifi Compute Stick
  1833. Phone Coding Idea – Python Machine Learning via Android App Termux and pip (sklearn, keras)
  1834. Peace Idea – Peace Generating Fishing Trips?
  1835. Youth Employment Idea – Sell Online Courses For Games?
  1836. Machine Learning Guess – Could Weight Matrices Equal Materials Science And Engineering?
  1837. Startup Idea – FundMySchool ?
  1838. Idea – Linux Distribution For Projectors?
  1839. Physics Guess – Turbulence Is Not A Side Effect
  1840. Machine Learning Idea – Should There Exist Super Recognition?
  1841. TV Program Idea – Tools For Livelihoods?
  1842. Mathematical Guess – Make Use Of Different Random Distributions At The Same Time?
  1843. Software Idea – Turn Krita Or Gimp To A 3D Drawing Software
  1844. Startup Idea – Promote Linux And Education With Second-hand Single Board Computers
  1845. Physics Guess – Could Much Heat Effect Gravity?
  1846. Super Smart Startup Idea? – Pay As You Go Solar Kit With Ad Supported Music Service
  1847. Mathematical Question – Could You Use Machine Learning To Find The Shape Of A Number?
  1848. Plastic Water Bottle Reduction Idea – Sell Ice Cold Water In The Coffee automat
  1849. Opinion – An African Spring Disaster Is In No Ones Interest
  1850. Idea – Site For Global Fire And Accident Prevention?
  1851. Example – AI Assisted Search For Innovation
  1852. Startup Product Idea – Drawing Tablet Pen For The Smartphone
  1853. Engineering Idea – Should There Exist An Acceleration Fuse Plug For Consumer Products?
  1854. Job Idea – Africa Could Need Online Course Makers
  1855. Physics Philosophy Guess – Smart Light Emission?
  1856. Battery Idea – Should There Exist Solid Material Clouds?
  1857. Startup Idea – Family Newspaper?
  1858. Agriculture Guess – Could Adapted LED Street Lights For Farm Land Improve Growth On Cloudy Days Or In Cold Climates?
  1859. Idea – The Importance Of Art And Science In Machine Learning
  1860. Swedish Battery Factory – Could This Lead The Way To A Super Battery?
  1861. Physics Guess – Could There Exist Two Energy Systems?
  1862. Battery Guess – Machine Learned Chemistry?
  1863. Resilience Idea – Refugee Camp Trainee And Internships?
  1864. Engineering Idea – Gas Bearing With The Help From A Chemical Reaction
  1865. Software Idea – OpenGL Inspired 2D Drawing
  1866. Physics Guess – Could A Different Material Electric Resistance Indicate A New Function?
  1867. Electric Car Battery – Top Five Tech Company Strategy?
  1868. Quick Battery Guess – Should The Electron Receiving Electrode Also Emit Light?
  1869. Peace Project – World Countries Appreciation Days?
  1870. Physics Guess – Sonoluminesence As The Near Singular Point Where Nothing Should Exist?
  1871. Peace And Happiness Idea – Universal Mini Vacation Trips?
  1872. Employment Idea – Sharp Dressed Refugee
  1873. Deleted Idea – Enhancing Ion Diffusion With Some Pressure?
  1874. Infrastructure Idea – Two Independent Train Commuter Lines That Act As Backup To Each Other
  1875. Engineering Idea – Nano Machine Elements? Like the stiffness of DNA
  1876. Smog Reducing Idea – Private Car Owners Trade Carbon Limits?
  1877. Two Person Product Category Idea – Stress Ball For Massage
  1878. Mathematical Idea – Should There Exist Smart Statistics?
  1879. Physics Guess – Argument For Set Generated Heat And Where To Find It
  1880. Idea – IT Medical Advice Cubicles In Care Centers?
  1881. Battery Guess – Could Electrons Place Of ”Birth” Be Important? (Smart Conservation Law)
  1882. More Secure Traffic Idea – Voluntary Fellow Passenger Course?
  1883. Battery Speculation – Noise Reduction?
  1884. Small Business Idea – 3D Renderings For Restoration Projects For Customer Presentation?
  1885. Idea – Associated Peace Processes Love, Hope, Faith, Joy?
  1886. Physics Guess – Why Are There Physical Effects Phenomenon At All
  1887. Mathematical Guess – Understood Coordinate System?
  1888. Physics Idea – The Universe Takes Advantage Of Everything?
  1889. Mathematical Idea – Could There Exist Smart Geometry?
  1890. Idea – What if heating can be optimized from following an optimal pattern?
  1891. Idea – Bypassed Inventor Support (Fidget Spinner)
  1892. Physics Speculation – A Moving Part To A Non Moving Part Device?
  1893. HowTo – Groundbreaking Inventions Is Not A Natural Evolutionary Process
  1894. Physics Guess – Could A Field Be A ?Light Network System?
  1895. Idea – More Battery Machine Inspiration
  1896. Physics Guess – Is A Singularity A Point Where Nothing Can Exist?
  1897. Battery Ideas – Set Generating Names For Batteries
  1898. Tape Battery Machine – Increasing Ion Transport Speed?
  1899. Physics Philosophy – If You Know The Answer To The Question Why Can You Calculate The How?
  1900. Product Idea – The Spinner Compressor
  1901. Product Idea – Smart Rotating Axle?
  1902. Physics Idea – Gravity As A Network Generation Of A Force And Its Direction
  1903. Startup Idea – Physical Workout Startup
  1904. Physics Idea – Could An Atom(Network) Also Take Input From Empty Space From Within?
  1905. Physics Network Idea – Smart Gravity?
  1906. Abundant Material Idea – Rock Galvanization?
  1907. Philosophical idea – What Is A Smart Coordinate system?
  1908. Idea – Steam Turbine Inspired By Fidget Spinners?
  1909. Physics Guess – Controlled Fusion Simplification?
  1910. Philiosophical Guess – Does There Exist ”Number of Free Functions” Similar To ”Degrees Of Freedom”?
  1911. Battery Physics Guess – Mass And Velocity Of Ion Objects?
  1912. Education – Personal Video Speaking Tests
  1913. Physics Question – Could Light Traveling In Deep Space Make Sense To The Empty Space Network?
  1914. Startup Idea – Feeling Optimized Products
  1915. Physics Idea – The Universe Problem Is Solved By Physics Networks Not Only Simple Physics Rules
  1916. Fusion – To Big To Function
  1917. Idea – Simplified Text Comments With No Hateful Words
  1918. Battery Guess – Association Battery And Ion Thruster
  1919. Ideas? – How To Make America Great
  1920. General Philosophical Idea – Physics Answer To The Question Why
  1921. Philosophical Idea – Enclosed Determinism
  1922. Philosophical Guess – Does The Atom Have Its Own Internal Entropy System?
  1923. Peace Innovation Idea – Many Parallel Peace Discussions?
  1924. Idea – Could Empty Space Be Smart?
  1925. Idea – Weight Loss By Sensing Your Stomach?
  1926. Idea – Should A Battery Require More Activation Energy?
  1927. Could Some New Type Of Hardening Of Selected Battery Surfaces Help Performance?
  1928. Idea – Why could not both sides in a civil war hold a general election for peace?
  1929. Simply Peace Not War
  1930. Invention Idea – Sand Wood Material
  1931. Physics Guess – Decision Vector For A Smog Filter?
  1932. Battery Physics Idea – Energy Insulation Battery?
  1933. Risk Reduction Idea – Online Backup Of Employability Documents
  1934. Physics Idea – Should There Exist A Sponge Compressor?
  1935. Battery Idea – Should There Exist A Ion Centrifuge Battery?
  1936. Environmental Idea – Smart Plastic Collection?
  1937. Philosophical Idea – Are Guessing A Repairment Of Thoughts?
  1938. Love Idea – Victim Of Terrorism Fund – Support in this hardest of times
  1939. Idea – Transform The Slums With Livelihood Workspaces?
  1940. Idea – Lab Grown Tree Mass For Construction And Paper?
  1941. Startup Idea – Changeable Graphics Screen As The Stereo Amplifier
  1942. Physics Guess – A Battery With A Ion ”Heat Pump”?
  1943. Idea – Rental Apartment Construction Bank?
  1944. Physics Guess – Theory Of Everything
  1945. Physics Guess – Magnetic Algorithm Compression Battery?
  1946. Idea – Parent To Child Teaching Mobile Site/App For Refugees?
  1947. Idea – Substitute Agency For Farmers?
  1948. Future Battery Speculation – Energy Units As Information Packages In A Future Battery
  1949. Physics Guess – Could You Enhance Length Contraction?
  1950. Cooperation Project Idea – An American and Mexican City?
  1951. Physics Guess – Does There Exist An Empty Space Law?
  1952. Startup Idea – Pop-Up Shop On The Train Platform?
  1953. Idea – Business Investors For Refugee Livelihood?
  1954. Physics Guess – Is Teleportation Energy Its Own Type Of Energy Like Kinetic or Potential?
  1955. Refugee Startup Idea – Tech Delivery Guys?
  1956. Smart Livelihood Idea – Apps For Livelihood?
  1957. HowTo – Simplest Wallpaper Background Blue Stone
  1958. Idea – The Fruit Sandwich
  1959. Linux TIP – For those who miss the soundcard equalizer settings in windows
  1960. Improving Livelihood idea – Sell Handmade Products With The Help Of Professional Packaging
  1961. Idea – Could Audio/Image/Video Machine Learning Recognition Be Used For Contents Rights Management?