MINE.pytorch

Mutual Information Neural Estimation

To be merge to homura

Requirements

Python>=3.7 PyTorch>=1.0.1 miniargs>=0.0.1

Mutual information estimation of a pair of samples from multivariate gaussian
- python multi_gaussian.py
Mutual information is invariant to invertible transformation
- python invariance.py [--function x orx^3 or sin(x)]

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
README.md		README.md
invariance.py		invariance.py
modules.py		modules.py
multi_gaussian.py		multi_gaussian.py