├── .gitignore ├── LICENSE ├── README.md ├── examples ├── __init__.py ├── autoencoder_mvg_chol_filters.py ├── autoencoder_mvg_diag.py ├── kl_chol_diag.py ├── kl_diag_isotropic.py └── log_prob_chol_filters.py └── mvg_distributions ├── __init__.py ├── cholesky_wishart.py ├── covariance_representations ├── __init__.py ├── covariance_chol.py ├── covariance_conv.py ├── covariance_diag.py ├── covariance_eig.py ├── covariance_matrix.py └── tests │ ├── __init__.py │ ├── test_covariance_chol.py │ ├── test_covariance_conv.py │ ├── test_covariance_diag.py │ ├── test_covariance_eig.py │ └── test_covariance_matrix.py ├── gamma.py ├── kl_divergence.py ├── log_likelihoods.py ├── mvg.py ├── sqrt_gamma_gaussian.py ├── test ├── __init__.py ├── test_cholesky_wishart.py ├── test_gamma.py ├── test_kl_divergences.py ├── test_log_likelihoods.py ├── test_losses_base.py ├── test_mvg.py ├── test_sqrt_gamma_gaussian.py └── tf_test.py └── utils ├── __init__.py ├── numpy_ops.py ├── unpooling.py ├── utils.py └── 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