A tensorflow implementation of Mutual Information Nerual Estimation
This project aims to reproduce the result of https://arxiv.org/abs/1801.04062
It is based on the repository: https://github.com/mzgubic/MINE
Univariate case:
MINE output 0.6615455746650696
scikit-learn output 0.6623560914314356
Multivariate case: Treat X (features) as a multivariate variable and estimate MI with y from a joint distribution point of view.
MINE output 0.6890636086463928
