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neural-MI-estimate-clean

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

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Neural Mutual Information Estimate --- PyTorch

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