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Monthly Archives: April 2019

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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

April 29, 2019 Per Lindholm
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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

April 28, 2019 Per Lindholm
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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

April 28, 2019 Per Lindholm
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Machine Learning Air conditioner – Could There Exist Cooling Electrolyte? Anode, Chathode ?

April 28, 2019 Per Lindholm
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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?

April 27, 2019 Per Lindholm
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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

April 27, 2019 Per Lindholm
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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.

April 26, 2019 Per Lindholm
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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?

April 25, 2019 Per Lindholm

Other important topics regarding climate change innovation could run on live youtube shows also I think.

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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

April 24, 2019 Per Lindholm
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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

April 24, 2019 Per Lindholm
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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

April 24, 2019 Per Lindholm
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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.

April 23, 2019 Per Lindholm
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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.

April 21, 2019 Per Lindholm
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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

April 20, 2019 Per Lindholm
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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?

April 19, 2019 Per Lindholm
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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

April 18, 2019 Per Lindholm
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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

April 18, 2019 Per Lindholm
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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

April 18, 2019 Per Lindholm
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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.

April 18, 2019 Per Lindholm
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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

April 15, 2019 Per Lindholm
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Machine Learning Invention – Moving Wheel Axle – ?Less Friction if the wheel can find its sweetspot position. // Per Lindholm

April 11, 2019 Per Lindholm
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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

April 11, 2019 Per Lindholm
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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

April 11, 2019 Per Lindholm
Convergence was excellent with this method, did not get better at test though
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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

April 10, 2019 Per Lindholm
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Refugee Livelihood – Sell Vegan sandwich toppings. Vegetables or little meat toppings. Billion dollar idea?

April 10, 2019 Per Lindholm

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New!! 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

Peace Idea - Any Type Of Probability Can Move Us Forward. Peace Will Do It 100% // Per Lindholm 2018

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  • All twitter ideas so far in one link. https://drive.google.com/file/d/11GulmNr-O483oyasC61HUE71u5eeA7t3/view?usp=sharing
  • #Sklearn – Hacking Sklearn 98.7% MNIST – Split each class by 2 by 10 MiniBatchKMeans functions and get 20 classes which you feed a MLPClassifier. Simple as that //Per Lindholm
  • #VaccineSideEffect Immunity Chest Pain Shower Body Treatment. Mix luke warm water with lemon and sponge bathe your body. Shower and your done. C-Vitamin enrich your blood vessels trough the skin. Chest pain reducer. Super feeling afterwards //Per
  • #Innovation – Organic Tooth paste? In the wait for 100% organic toothpaste you can successfully brush your teeth with room temperature milk. Works to get a smoother harder surface. Milk + teeth. Rinse with water //Per
  • #Anti Psyche Weapon Disabler – No more tinfoil hat I’m on the case. Connect a small magnet to the bottom of a tee light. The bottom is magnetic. It will energize double bonds and magnetic correction energy. No more telepathic overlords. What a feeling. No smell when lit.
  • #HumanIntelligence Network – Next generation – Every person gets its own different information. Combine the prediction for highest intelligent answer. The next generation selects which samples to give to each of 100 functions //Per Method used for MLPClassifier 79.1% cifar10
  • #Innovate New Food – Aubergine boiled with meat smells like mushroom. So can you boil different things together and feed the soil for emergence of new eatable plants and crops? Wow new universe information //Per
  • #UkraineInnovation – Idea – Compact Small steam powered electric generator that run on 3 tea candles and charges a built in battery to power a 12V Rice Cooker to clean water by boiling and cook warm food. //Per @Tesla
  • #Energy – 2xCandle + Water + Small Steam Turbine electric generator. Adapted for Indoor generator so simple it hurts. Charge a Jackery Battery //Per
  • #COVID19 – Woke up with fever chills. Wet arms and hands with warm salt+water. Drank tea+lemon and most importantly ate “pasta boiled in lemon” pieces. Next hour or so I felt better. The lemon pasta is the best antidote to covid. Just boil together //Per
  • #COVID19 Fever chills – Take a cloth and bad your body in warm little salt+water. It feels like the ocean. Good for combating fever from covid. Makes you feel good //Per
  • #Physics – Idea – Forces are particles seeking degrees of freedom. More freedom in one function versus the other function means a net force between //Per
  • #MachineLearning – Towards Self Learning – Could self balancing forces in a body be loss functions for entire problem. Self learning is a physics problem !!! //Per
  • #LongCovid Repair body/brain Food – Boiled lemon pieces with spagetti pasta. Enriched paste with natural lemon vitamin-C for body repair. I would start with a small single piece of lemon. Treatment food only.

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