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A zero-dependency neural network implementation

Contains an example of training a XOR-problem and MNIST. Mnist dataset (csv) needs to be loaded into the root of the project from https://www.kaggle.com/datasets/oddrationale/mnist-in-csv

  • not included in repo, since it is huge.

Also contains rough implementations for these optimizers:

  • gradient descent
  • momentum
  • nesterov momentum
  • AdaGrad
  • AdaDelta
  • RMSProp
  • Adam

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