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Project OVERFLOW is

Autodiff library with C++.

  1. core.h
  • class Tensor
  • class Shape
  • class Function
  1. nn.h
  • class Linear
  • class ReLU
  • class MSELoss
  1. optim.h
  • class Optimizer
  • class SGD

DEV Plan

  • datasets [done]
  • random initialization [done]
  • datasets for mnist
  • cnn
  • image classification with mnist
  1. datasets.h
  • class Dataset
  • class Sin

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deep learning framework with C++

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