├── .gitignore ├── README.md ├── config.py ├── datasets.py ├── datasets ├── BinaryMNIST │ └── README ├── MNIST │ └── README └── OMNIGLOT │ ├── README │ └── chardata.mat ├── download_mnist.py ├── experiments.py ├── iwae.py ├── nnet.py ├── optimizers.py ├── train.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/README.md -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/config.py -------------------------------------------------------------------------------- /datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/datasets.py -------------------------------------------------------------------------------- /datasets/BinaryMNIST/README: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/datasets/BinaryMNIST/README -------------------------------------------------------------------------------- /datasets/MNIST/README: -------------------------------------------------------------------------------- 1 | Directory for the MNIST dataset from http://yann.lecun.com/exdb/mnist/ -------------------------------------------------------------------------------- /datasets/OMNIGLOT/README: -------------------------------------------------------------------------------- 1 | Directory for the OMNIGLOT 28x28 dataset -------------------------------------------------------------------------------- /datasets/OMNIGLOT/chardata.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/datasets/OMNIGLOT/chardata.mat -------------------------------------------------------------------------------- /download_mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/download_mnist.py -------------------------------------------------------------------------------- /experiments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/experiments.py -------------------------------------------------------------------------------- /iwae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/iwae.py -------------------------------------------------------------------------------- /nnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/nnet.py -------------------------------------------------------------------------------- /optimizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/optimizers.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/train.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yburda/iwae/HEAD/utils.py --------------------------------------------------------------------------------