├── .gitignore ├── LICENSE ├── README.md ├── dae.py ├── demo.ipynb ├── demo_train_utils.py ├── images ├── dae_repr.png ├── naive_dae_repr.png ├── original_digits.png ├── pca_repr.png ├── reconstructed_digits_dae.png └── reconstructed_digits_naive_dae.png ├── rbm.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | *~ -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/README.md -------------------------------------------------------------------------------- /dae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/dae.py -------------------------------------------------------------------------------- /demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/demo.ipynb -------------------------------------------------------------------------------- /demo_train_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/demo_train_utils.py -------------------------------------------------------------------------------- /images/dae_repr.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/images/dae_repr.png -------------------------------------------------------------------------------- /images/naive_dae_repr.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/images/naive_dae_repr.png -------------------------------------------------------------------------------- /images/original_digits.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/images/original_digits.png -------------------------------------------------------------------------------- /images/pca_repr.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/images/pca_repr.png -------------------------------------------------------------------------------- /images/reconstructed_digits_dae.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/images/reconstructed_digits_dae.png -------------------------------------------------------------------------------- /images/reconstructed_digits_naive_dae.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/images/reconstructed_digits_naive_dae.png -------------------------------------------------------------------------------- /rbm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/rbm.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eugenet12/pytorch-rbm-autoencoder/HEAD/utils.py --------------------------------------------------------------------------------