Here is my machine learning physics electric circuit idea.
If F.relu() is a diode then what is the electric circuit equivalent of F.sigmoid()? Is there probability and classifications in an electric circuit also?
Then if moving a machine learning classification results could mimics some sort of gravity function? Since I suspect there two options. Either you move mass together or energy between them in a problem of potential.
What if you take abstract concepts of machine learning and its components and make it more world like.
So I imagined or really stumbled upon 3D objects with a random displacement texture mapping. From this I wonder or speculate that random as a component in machine learning can be mode more complex than just a normal or even distribution.
Since they are pretty jaggidy I used a smooth modifier. I assume there are ?many problems which have smooth_random().
We have those solar panel on a garbage bin here. So I wonder. Could it be an idea to create solar garbage collector vehicles. For livelihood. Would efficiently improve conditions for people. A cleaner area would mean less risk of dangerous infections.
Fusion Idea – Why Not Control A Standing Still Wave Instead Of ?Rotating Plasma Tokamak? Compare Guitar Precision With Cooling The Kettle By Too Much Stirring? Turbulence Does Not Belong In Fusion It Should Be A 100% Predictive Process. That’s my Guess
Why not make many different physical fantasy computer cases for raspberry pi and more. With these people could make retro competitors to the64, atari, amiga etc. Just go wild and let the young coders make the programs that go with it.
Probability can move you forward, that is my starting assertion. I’m not meaning standard probability of things happening again. The frequency of events. But associative probability. The sense of probability of connected words or things are true. Like an A.I connected word function or thesaurus.
What if you reflected upon your ideas. Transform that idea process into a sequence of guesses. With that you would have gained lots of guess experience. This is a guess of its own. But it could have a high Return Of Investment. You learn to make guesses.
A probable theory can have some truth value. Since it can help generate lots of guesses with some truth connected to it.
So probability guesses can move you forward. That is. Guesses that you know are true for a single circumstance but you also use it for other things.
Looking at face recognition where there could be shapes combining eyes, ears, mouth and facial expressions. I wonder.
Could this be used for some sort of fractal version of machine learning. Like the old fractal mountain landscape generator.
My idea is to see if shapes could be used on the output from the weight matrices from the various layers. That is. You have some ?grid like shape that you drag connected lines on. Making the output shape look different.
Change the shape a little and see what happens. What can it be used for?
So this could be a GIMP or Photoshop like layer where you input insert non optimizable parameters. Like colors, contrast, local scaling etc. I think it can be artist preferences.
That is. Easy changeable user input. Like the mountain seed generator where you change a single number.
My Previously Thought To Believe Died Orchid ?urinated All ?Toxins. Just remove the excess water and replace. Looks like this now. 9 fine looking flowers. Could it have implications for almost dead crops?
I think the ?only way to get sustainable rain in the arid desert is to manually water those places which has gotten som rain recently. When the rain hits those places again you will have a ?secondary effect. Then a third.
The idea is that after this the weather ?network would have picked up on the vegetation changes in that place to direct more sustainable natural rain.
We cant eat solar panels but we can eat food and both use the sun for energy. Therefor for our future. For our survival. I believe we need to make smart business opportunities for people. Even if the money invested per person is small.
Food costs a lot for people every day. If they could invest in food production, farming, innovation etc. Then get ?cheaper food. Then we would create a very smart resilient future.
For instance. The deserts could be green with food crops. Its going to cost money in innovation and tech but the planet is worth it. We are going to save it.