# Monthly Archives: September 2018

# Machine Learning Math Idea – Two Random Variables That Are Dependent On Each Other Are ?Entangled. Like a mathematical concept?

# 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?

Since planet formation is an extreme event. Some heat from fusion processes is probably needed to ?melt the rocks. These being the building materials.

Therefor there should exist plenty of ideas that can be derived from planet formation.

For instance. Should the hydrogen in fusion be cold stored at -space temperatures. What is the temperature preparation for fusion?

# Business Ideas For Peace – Since Money Makes The World Go Around. Peace Can Benefit From Business Ideas. A Concept

To build peace. I think the business strategy could work. Basically since people need money. Why not choose business ideas that are peace building.

# Idea – Jupyter Cell Featured Programming In The Terminal – Used browsh but only to get a screenshot

# 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

# Important Food – A Mix Of Fast Noodles + Soup + Rice. Rice as an add on to cheap noodles

# 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

# Super Battery – Does There Exist A Salt Water Resp. Fresh Water Physics Law. So That Water Could Find Its Use In A Super Battery?

# 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?

# Super Battery – Computational Battery. Could A Physical Battery Have Cache Layers?

# Circuit Math Idea – Connect Math Like In An Electric Circuit? What rules can you define?

# 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

# 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

# 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

Inspired by the genetic algorithm where you have crossover. I imagined my own variant of this and machine learning.

The idea is to let one or more model2() iterate with [1,0] as its argument. These models will adapt itself and share some of its weights with the target prediction model1().

So the idea is to mix in more types of learning aproaches. One ?fixation model2() and one learning model1().

With this I got a little over 98% on MNIST.

# All forms of integrate possible variants of integrate(exp(-x**2)) is extracted from the differentiation of diff(exp(-x**2)) // Per Lindholm 2018

All forms of integrate possible variants of integrate(exp(-x**2)) is extracted from the differentiation of diff(exp(-x**2)) // Per Lindholm 2018

I think this applies to any function. So from the differentiation and compare I think you could figure out what functions to use.

From this I see that

is a possible integrate possible variant of exp(-x**2). I wonder if you can iterate the first part of the function. Could the integration solution succesfullness be like a function that has only one solution. So the two parts belong together in a higher equation?

# Environmental Test Idea? Zero Emission Online Shopping. Transport By Train To A Place Near The Buyers Nearest Train Station? Alt. Electric Vehicle

# Machine Learning Idea – Would It Be Possible To Adapt The Machine Learning Model() With Additional Losses Of Label Laws Or Equations With Labels?…

# Different Viewpoint Painting Method Idea – Painting(blender3Dmodeler(sketch(imagination))) ?

# Why Does The Universe Work Despite Simple Laws? – Adaptation Of Machine Learning Like Networks Of All Sizes. ?Atom Size Networks To Much Larger

# Math Idea – Internally Dependent Functions – Use Python Programming And Sympy

I kind of figured out how to use sympy in python to test math ideas.

First copy the initial imports from sympy interactive tutorial.

Then the syntax and what you can do a mix of ordinary python with numpy coding and sympy.

So defining a function is done with

def function(x):

some code with x

return f

An example would be to find an other approximate function for exp(-x**2).

In the example I tried to adapt sin(x)/x to exp(-x**2). It could be ?solved with ordinary machine learning methods.

def g(x,k=1):

a = sin(x*k)/(x*k)

y = a**15

b = y*sin(x*k)/(x*k)

return b

Here I tought I adapt the function internally. That is. I multiply the original function with a function of itself. The y = a**15.

Then I just ran g(x,k) through the loop to find k with the loss of loss = F.mean_squared_error(g(x,k), exp(-x**2))

From this I recomend that you can use pretty much your entire imagination to find the value you want. Its much more fun that way.

# Video Blog Product Idea – Camera With Dual Matched Detachable Lenses For Capturing Two Different Angels With The Same Quality.

# Peace Idea – Web Site Which Can Estimate The Income Increase When Peace Is Achieved. After peace projects

For any prolonged conflict. What if you have a website. Where you can watch stock market increase estimates. Even your own income increase for all the types of jobs.

This is something people understand. Job opportunities. After peace projects is also a very important idea to plan for before peace.

# 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

# 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

Everything technical has some computer in it. That my assumption. Therefor my idea is to suggest a raspberry pi computer with business kit hardware.

So maybe these small computers. Even the Pi Zero could be fitted into a pay as you go box for solar panels. Enabling more businesses to take form.

So the idea is to make it easy to setup a business using the raspberry pi. Making it more easy to start a business for people all over the world.