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Re:Ultra simplified "MNIST" in 60 lines of Python with NumPy by hi on Thursday July 11, 2024 @09:42AM (#40936730)
Tinygrad offers a superior MNIST implementation with minimal dependencies[0].

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

Re:Ultra simplified "MNIST" in 60 lines of Python with NumPy by juliangoldsmith on Thursday July 11, 2024 @10:32AM (#40937249)
Autograd hides the backward pass in that implementation, but this code spells it out explicitly.