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ANN Number Classifier

This repo is to track my progress in learning about machine learning.


These files are different implementations/ways to tackle the MNIST dataset with Neural networks.


  • LowlevelNumpy is a manual implementation of a deep NN using pandas and Numpy
  • LowlevelTF is a reimplementation of LowlevelNumpy using low level tensorflow

Next steps:

  • Convolutional NN implementation
  • Higher level TF library implementation (why are there 10 of them?)

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2018 hand calculate gradient updates

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