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CSCI 4622 Machine Learning Project

Tutorial

To download dataset:

python download_data.py

To convert the EMNIST dataset to a special feature representation:

python convert_emnist.py -v [version]

Then, visit notebooks to run some models!

Software dependencies

I recommend making a conda environment with the following dependencies:

  • numpy
  • sklearn
  • tensorflow
  • mlxtend
  • gdown
  • matplotlib
  • scipy
  • skimage