├── .gitignore ├── LICENSE ├── README.md ├── config ├── celea2K.json ├── celeba.json ├── fashionmnist.json ├── gmm_aniso.json ├── gmm_iso.json └── mnist.json ├── gmm.py ├── grbm.py ├── main.py ├── requirements.txt ├── utils.py └── vis ├── CelebA.gif └── MNIST.gif /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/README.md -------------------------------------------------------------------------------- /config/celea2K.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/config/celea2K.json -------------------------------------------------------------------------------- /config/celeba.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/config/celeba.json -------------------------------------------------------------------------------- /config/fashionmnist.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/config/fashionmnist.json -------------------------------------------------------------------------------- /config/gmm_aniso.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/config/gmm_aniso.json -------------------------------------------------------------------------------- /config/gmm_iso.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/config/gmm_iso.json -------------------------------------------------------------------------------- /config/mnist.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/config/mnist.json -------------------------------------------------------------------------------- /gmm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/gmm.py -------------------------------------------------------------------------------- /grbm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/grbm.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/main.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | scipy 2 | tqdm 3 | seaborn -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/utils.py -------------------------------------------------------------------------------- /vis/CelebA.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/vis/CelebA.gif -------------------------------------------------------------------------------- /vis/MNIST.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DSL-Lab/GRBM/HEAD/vis/MNIST.gif --------------------------------------------------------------------------------