SomeAnonimCoder / NNFS

Neural network from scratch

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NNFS - neural network library from scratch

This project aim is getting better understanding of how NNs work inside. I plan to add here as many features as I can, and don't care too much about optimization.

Current TODOs:

  • Add more optimizers(currently there is only hard-coded gradient descent)
  • Add more layers(now only dense layer and activations)
  • Add callbacks
  • Make non-sequential architectures available?(I have no idea how to implement it, this will require writing some graph-related stuff, which I am not good at)

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Neural network from scratch


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