├── .gitignore ├── LICENSE.MD ├── Makefile ├── README.md ├── conf ├── exclusive_conf.yaml └── share_conf.yaml ├── edim_runner.sh ├── images ├── disen.PNG └── pair.png ├── requirement.txt ├── sdim_runner.sh └── src ├── edim_train.py ├── losses ├── EDIM_loss.py ├── SDIM_loss.py └── loss_functions.py ├── models ├── EDIM.py └── SDIM.py ├── neural_networks ├── classifier.py ├── encoder.py ├── gan.py └── statistics_network.py ├── sdim_train.py ├── trainer ├── EDIM_trainer.py └── SDIM_trainer.py └── utils ├── colored_mnist_dataloader.py └── custom_typing.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MehdiZouitine/Learning-Disentangled-Representations-via-Mutual-Information-Estimation/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE.MD: -------------------------------------------------------------------------------- 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