[hi]

Tinygrad offers a superior MNIST implementation with minimal dependencies[0].

[0] https://github.com/tinygrad/tinygrad/blob/master/docs/mnist....

[juliangoldsmith]

Autograd hides the backward pass in that implementation, but this code spells it out explicitly.