Mutual information estimators and benchmarks.
This package provides you with mutual information estimation benchmarks and tests, as well as some parametric and non-parametric estimators.
- Correlated Gaussian distribution.
- Correlated uniform distribution.
- Correlated Student distribution.
- Smoothed uniform distribution.
- Gamma-exponential distribution.
- Kraskov-Stogbauer-Grassberger
- Weighted Kozachenko-Leonenko
- k-Sliced mutual information estimator
Examples of the application can be found in source/examples
In development.