mutual-information-estimators

There are 3 repositories under mutual-information-estimators topic.

  • syanga/pycit

    (Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information estimators. Supports continuous, discrete, and mixed data, as well as multiprocessing.

    Language:Python20145

  • mohith-sakthivel/mine-pytorch

    Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)

    Language:Python16113

  • zoppellarielena/Estimation-and-Analysis-of-Mutual-Information-in-a-Recurrent-Neural-Network

    This project, developed as part of the "Information Theory and Inference" exam, aims to use different discrete and continous estimators to calculate the mutual information between layers of a RNN trained to perform a cognitive task.

    Language:Jupyter Notebook0100