mutual-information-estimators

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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.

conditional-independence mutual-information-estimators independence-testing knn-estimator discrete-continuous-mixtures

Updated
Python

mohith-sakthivel / mine-pytorch

Star

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

pytorch mine mutual-information information-bottleneck mutual-information-neural-estimator infomax mutual-information-estimators mutual-information-estimation mi-estimation

Updated
Python

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

Star

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.

information-theory computational-neuroscience mutual-information-estimators

Updated
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