I think this would improve computer scientist work a lot. To work with Matlab’s many great toolboxes and at the same time use python. For machine learning this would be pretty good I think.
Like a natural process of a lit candle. With some blue in the beginning. Should a fusion process have ?three levels of colors. Combined and it looks white?
Like carpentry when two people is helping each other. What to do when there is no one around. If the electron can exist at different locations in the same time. That could have been due to some function that is very much needed.
So when building new material, ?fusion. That function is probably needed.
From this I guess that the same ion in plasma can exist at different locations at the same time.
Inspired by machine learning. What about having a Recycle Number Circle like a label on each purchable item. This way you don’t have to make a decision. Which item belongs to which bin.
Just have each number with 10,20,30,40,50 for glass, paper, plastic, … then its possible with some more selection like green or clear glass for 10,11.
A beginner python exercise. Fill in the missing line.
When I want to solve something with machine learning. Like the Three Body Problem or something like that. I use a model( rnge() ) where
So the idea is that the model adapts with the ?whole number line as input. Or at least a part of it. So here I scaled it down so that the model() would have time to adapt
My model() does not need to be very deep or many units for iterations to work. Just
def __init__(self, n_hidden,n_out):
self.l1 = L.Linear(None, n_hidden)
self.l2 = L.Linear(None, n_hidden*2)
self.l3 = L.Linear(None, n_out)
def __call__(self, x):
x = F.relu(self.l1(x))
x = -F.relu(self.l2(-x))
x = self.l3(x)
#end of class description
hidden = 15
model00 = Model(hidden,1)
optimizer00 = chainer.optimizers.Adam()
Then in the loop you just add a = model(rnge()) and some loss = F.mean_square_error( 0 , eq(a) ). That is. Your equation that needs to be solved and then loss.backward() and then update the model with the optimizer.update().
The idea is simple.
Looking at the road. I think there is a rock layer underneath. For vibration and engineering purposes. So from this. What other inventions could use rocks as a machine element.
What if you could increase performance of big electrical motors with a layer of ?small rocks. So when it rotates. I guess the stresses elongate the motor parts differently and there I think you can have a new machine element. The rock layer.