Code for the paper: "Local Intrinsic Dimensional Entropy"
To run both MNIST_sup and MNIST_unsup, please add a folder called MNIST in the same directory, and download the pickle file at the link: https://drive.google.com/file/d/1Zv49OxyzT307-E8fBzzYiq8wDTKKm06x/view?usp=sharing
MNIST_sup: Outputs ID-Entropy and Test-Accuracy values of feature layer after every 3 training epochs, for a fixed range of training dataset size MNIST_unsup: Outputs ID-Entropy and Test MSE-Loss values of the encoded feature layer after every 3 training epochs, for a fixed range of training dataset size