├── .vscode └── settings.json ├── LICENSE ├── README.md ├── autoencoders ├── VAE │ ├── Readme.md │ ├── Test_output.png │ ├── Transition_gif.gif │ ├── VAE-ResNET.py │ ├── __pycache__ │ │ └── loader.cpython-38.pyc │ ├── loader.py │ ├── loss.png │ └── random_image.png ├── contractive │ ├── README.md │ ├── __pycache__ │ │ └── loader.cpython-38.pyc │ ├── contractive.pth │ ├── contractive.py │ ├── loader.py │ ├── lossgraph.jpeg │ └── output.jpeg ├── denoise │ ├── README.md │ ├── __pycache__ │ │ └── loader.cpython-38.pyc │ ├── denoise.pth │ ├── denoise.py │ ├── loader.py │ ├── lossgraph.jpg │ └── output1.jpg ├── sparse │ ├── README.md │ ├── __pycache__ │ │ └── loader.cpython-38.pyc │ ├── kl_div_formula.png │ ├── kl_op.jpeg │ ├── l1_formula.png │ ├── l1_op.jpeg │ ├── loader.py │ ├── lossgraph_kl.jpeg │ ├── lossgraph_l1.jpeg │ ├── sparse_kl.pth │ ├── sparse_kl.py │ ├── sparse_l1.pth │ └── sparse_l1.py └── vanilla │ ├── README.md │ ├── __pycache__ │ └── loader.cpython-38.pyc │ ├── loader.py │ 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