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minigrad

Minigrad is a small autograd engine I implemented in python + numpy as a learning exercise in my latest quest to learn about AI (AI is getting to good to not know how it works)

Current status

  • It works for a very simple neural net that learns the xor function -> see xor_test.py
  • Dot product backward only works for nx1 dimensional "tensors"
  • Probably some other backwards are broken in a similar way

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Minigrad is a small autograd engine

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