/mlp-numpy

2018 hand calculate gradient updates

Primary LanguagePython

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?)