Experimental autoencoder and file classifier for XtractHub

• mnist_autoencoder.ipynb
  • Autoencoder and classifier example using mnist dataset
• general_file_autoencoder.ipynb
  • File autoencoder that encodes first 512 bytes of a file
• general_file_classifier.ipynb
  • CNN and deep neural network classifier for labels from Xtract
• matio_file_classifier.ipynb
  • Classifies materials science files into labels from MaterialsIO
• ml_utils.py
  • Utility file for getting file features and labels
• matio_utils.py
  • Utility file for generating MaterialsIO file labels in parallel and writing them to a .csv