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SebLague / Chess-Challenge

Create your own tiny chess bot!
https://www.youtube.com/watch?v=Ne40a5LkK6A
MIT License
1.78k stars 1.07k forks source link

How would we go about using neural networks in this project? #397

Closed michaelbzms closed 11 months ago

michaelbzms commented 11 months ago

Suppose I were to train a simple neural network using python to use in my AI. How would I be able to use it in this project?

I am not familiar with C#, so I am trying to see if such an approach would be viable. Is there a matrix multiplication library in C# that we are allowed to use? How do we set the weights of these matrices?

AugsEU commented 11 months ago

The program has to be in 1024 tokens. Each weight in your network would occupy some tokens, so I think most people agree that it's not possible to fit a good NN into this limit.

michaelbzms commented 11 months ago

I see. Yes, even for logistic regression, we would need at least 768 weights/tokens (768 being the input dimension).