I used this repo to learn how to implement backpropagation by hand. Might publish a blog post on https://www.jnferner.com/blog later about it, stay tuned!
Resources:
- https://www.3blue1brown.com/topics/neural-networks
- https://openai.com/
- https://ryanwingate.com/intro-to-machine-learning/deep/backpropagation-implementations/
- https://gist.github.com/annanay25/b6a94ab7e399f75411b2
- https://github.com/jackm321/RustNN/blob/master/src/lib.rs
- https://ngoldbaum.github.io/posts/python-vs-rust-nn/
Uses MNIST from https://github.com/lorenmh/mnist_handwritten_json