Preliminary code for 'Neural Mutual Information Estimation with Vector Copulas'
Implemented estimators:
- MINE
- InfoNCE
- MRE
- f-DIME
- SMILE
- CODINE
- Nonparametric copula MI
- DoE
- N-MIENF
- MINDE
- VCE (ours)
Included benchmarks:
- Wrapped Gaussian
- Multivariate Student-t
- Mixture of Gaussians
- Smoothed uniform
- Swiss Roll
- Spiral transformation
- Images with known MI