centigrad: Micrograd, just a little bigger

After watching Andrej Karpathy's excellent micrograd YouTube video, I decided to give it a shot myself. The autograd engine is basically copied and extended with some more functions. The way I implemented the building blocks for the neural nets, resemble PyTorches API. This "deep learning framework" is hell of a lot slower than PyTorch, but it was a fun project to do.

Features

• Computational graph visualization, kind of like Andrej did it in micrograd
• Histogram plotting, just like Andrej did it in makemore
• MNIST example (very very slow)
• makemore example (very very very slow)