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For questions related to the concept of loss (or cost) function in the context of machine learning.

0 votes
1 answer
99 views

Loss randomly changing, incorrect output (even for low loss) when trying to overfit on a sin...

I am trying to make a neural network framework from scratch in C++ just for fun, and to test my backpropagation, I thought it would be an easy way to test the functionality if I give it one input - a …
Ilknur Mustafa's user avatar
0 votes
1 answer
383 views

Why is the derivative of the softmax layer shaped differently than the derivative of other n...

If the derivative is supposed to give the rate of change of a function at that point, then why is the derivative of the softmax layer (a vector) the Jacobian matrix, which has a different shape than t …
Ilknur Mustafa's user avatar