├── .gitignore ├── README.md ├── requirements.txt ├── scripts ├── cifar │ └── train.py ├── export_weights.py ├── miniimagenet │ └── train.py └── utils.py ├── setup.py ├── src ├── dataset │ ├── __init__.py │ ├── mini_imagenet.py │ └── oze │ │ ├── datamodule.py │ │ ├── dataset.py │ │ └── utils.py ├── model │ ├── backbone │ │ ├── __init__.py │ │ ├── cifar.py │ │ ├── generic.py │ │ ├── miniimagenet.py │ │ └── oze.py │ ├── cifar.py │ ├── miniimagenet.py │ └── oze.py └── trainer │ ├── cifar.py │ └── oze.py ├── test.sh ├── visualize_cifar.ipynb ├── visualize_oze.ipynb └── vqvae ├── codebook.py ├── modules.py └── vqvae.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/README.md -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/requirements.txt -------------------------------------------------------------------------------- /scripts/cifar/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/scripts/cifar/train.py -------------------------------------------------------------------------------- /scripts/export_weights.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/scripts/export_weights.py -------------------------------------------------------------------------------- /scripts/miniimagenet/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/scripts/miniimagenet/train.py -------------------------------------------------------------------------------- /scripts/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/scripts/utils.py -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/setup.py -------------------------------------------------------------------------------- /src/dataset/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/dataset/__init__.py -------------------------------------------------------------------------------- /src/dataset/mini_imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/dataset/mini_imagenet.py -------------------------------------------------------------------------------- /src/dataset/oze/datamodule.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/dataset/oze/datamodule.py -------------------------------------------------------------------------------- /src/dataset/oze/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/dataset/oze/dataset.py -------------------------------------------------------------------------------- /src/dataset/oze/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/dataset/oze/utils.py -------------------------------------------------------------------------------- /src/model/backbone/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/model/backbone/__init__.py -------------------------------------------------------------------------------- /src/model/backbone/cifar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/model/backbone/cifar.py -------------------------------------------------------------------------------- /src/model/backbone/generic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/model/backbone/generic.py -------------------------------------------------------------------------------- /src/model/backbone/miniimagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/model/backbone/miniimagenet.py -------------------------------------------------------------------------------- /src/model/backbone/oze.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/model/backbone/oze.py -------------------------------------------------------------------------------- /src/model/cifar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/model/cifar.py -------------------------------------------------------------------------------- /src/model/miniimagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/model/miniimagenet.py -------------------------------------------------------------------------------- /src/model/oze.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/model/oze.py -------------------------------------------------------------------------------- /src/trainer/cifar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/trainer/cifar.py -------------------------------------------------------------------------------- /src/trainer/oze.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/src/trainer/oze.py -------------------------------------------------------------------------------- /test.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/test.sh -------------------------------------------------------------------------------- /visualize_cifar.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/visualize_cifar.ipynb -------------------------------------------------------------------------------- /visualize_oze.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/visualize_oze.ipynb -------------------------------------------------------------------------------- /vqvae/codebook.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/vqvae/codebook.py -------------------------------------------------------------------------------- /vqvae/modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/vqvae/modules.py -------------------------------------------------------------------------------- /vqvae/vqvae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxjcohen/vqvae/HEAD/vqvae/vqvae.py --------------------------------------------------------------------------------