├── README.md ├── datasets ├── Caltech101Silhouettes │ └── README ├── MNIST_static │ └── README ├── OMNIGLOT │ └── README └── README ├── experiment.py ├── models ├── VAE.py ├── VAE_HF.py ├── VAE_ccLinIAF.py └── __init__.py ├── utils ├── __init__.py ├── distributions.py ├── evaluation.py ├── load_data.py ├── perform_experiment.py ├── training.py └── visual_evaluation.py └── vae_experiment_log.txt /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/README.md -------------------------------------------------------------------------------- /datasets/Caltech101Silhouettes/README: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/datasets/Caltech101Silhouettes/README -------------------------------------------------------------------------------- /datasets/MNIST_static/README: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/datasets/MNIST_static/README -------------------------------------------------------------------------------- /datasets/OMNIGLOT/README: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/datasets/OMNIGLOT/README -------------------------------------------------------------------------------- /datasets/README: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/datasets/README -------------------------------------------------------------------------------- /experiment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/experiment.py -------------------------------------------------------------------------------- /models/VAE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/models/VAE.py -------------------------------------------------------------------------------- /models/VAE_HF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/models/VAE_HF.py -------------------------------------------------------------------------------- /models/VAE_ccLinIAF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/models/VAE_ccLinIAF.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/distributions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/utils/distributions.py -------------------------------------------------------------------------------- /utils/evaluation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/utils/evaluation.py -------------------------------------------------------------------------------- /utils/load_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/utils/load_data.py -------------------------------------------------------------------------------- /utils/perform_experiment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/utils/perform_experiment.py -------------------------------------------------------------------------------- /utils/training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/utils/training.py -------------------------------------------------------------------------------- /utils/visual_evaluation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jmtomczak/vae_vpflows/HEAD/utils/visual_evaluation.py -------------------------------------------------------------------------------- /vae_experiment_log.txt: -------------------------------------------------------------------------------- 1 | --------------------------------------------------------------------------------