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Monthly Archives: January 2019

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Machine Learning Idea – Unsupervised Clustering With supervised models() via loss functions. What can a classification of f(x) = x look like. Smooth transitions?

January 31, 2019 Per Lindholm
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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

January 31, 2019 Per Lindholm
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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.

January 30, 2019 Per Lindholm
Using the Ai Wordbook
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Math Guess – Does There Exist Variables That Are Not Allowed To Solve The Equation Alone? Me

January 30, 2019 Per Lindholm
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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

January 30, 2019 Per Lindholm
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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.

January 29, 2019 Per Lindholm
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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.

January 26, 2019 Per Lindholm
screenshot  of wikipedia nebula image 

The Triangulum Emission Garren Nebula NGC 604

The pattern could be so a ?Fast diff. equation could take place.

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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

January 26, 2019 Per Lindholm
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Fire Protection Innovation Guess – Active Firewall With Circulating Water. Cooled ?Under Ground. Like a water cooling CPU block. // Per Lindholm 2019-jan-26

January 26, 2019 Per Lindholm
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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

January 26, 2019 Per Lindholm
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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.

January 25, 2019 Per Lindholm
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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

January 25, 2019 Per Lindholm
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Agriculture Innovation Guess – Should There Exist Something Like Soil Design. Similar to material design. Layers With Different Abilities Stacked Or Otherwise Working Together

January 25, 2019 Per Lindholm
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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,…

January 25, 2019 Per Lindholm
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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

January 24, 2019 Per Lindholm
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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

January 24, 2019 Per Lindholm
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Machine learning – AI working as a clue giver. Just because its probably easier to do this than let AI design a theory by itself.

January 24, 2019 Per Lindholm
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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 : )

January 23, 2019 Per Lindholm
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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.

January 21, 2019 Per Lindholm
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Livelihood India, Bangladesh, Rohingya Idea – Android App Tutorials Screencasted From The Phone Uploaded To Youtube,… . Billions of apps, billions of opportunities.

January 21, 2019 Per Lindholm
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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.

January 21, 2019 Per Lindholm
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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

January 21, 2019 Per Lindholm
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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

January 20, 2019 Per Lindholm
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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..

January 20, 2019 Per Lindholm
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Correct my Machine Learning Code – colab shareable link below – https://colab.research.google. com/drive/1WveE1F8ljykyR_2S9MQvXVC7hI_IpY_s

January 19, 2019 Per Lindholm

https://colab.research.google.com/drive/1WveE1F8ljykyR_2S9MQvXVC7hI_IpY_s

A non standard run at MNIST at least the loss addition 99.5%

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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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  • #MachineLearning – Serial convolution 98.9% Mnist 10000 Xtest. //Per Lindholm Only Sklearn no need for convolution in the answer Wow. My model
  • 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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