├── .ipynb_checkpoints ├── 01_Variational_AutoEncoder-checkpoint.ipynb └── 02_Vector_Quantized_Variational_AutoEncoder-checkpoint.ipynb ├── 01_Variational_AutoEncoder.ipynb ├── 02_Vector_Quantized_Variational_AutoEncoder.ipynb ├── README.md └── assets ├── VAE_generated_random_sample.png ├── VAE_ground_truth.png ├── VAE_reconstructed.png ├── VQ-VAE_ground_truth.png ├── VQ-VAE_random_codes.png └── VQ-VAE_reconstructed.png /.ipynb_checkpoints/01_Variational_AutoEncoder-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/.ipynb_checkpoints/01_Variational_AutoEncoder-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/02_Vector_Quantized_Variational_AutoEncoder-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/.ipynb_checkpoints/02_Vector_Quantized_Variational_AutoEncoder-checkpoint.ipynb -------------------------------------------------------------------------------- /01_Variational_AutoEncoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/01_Variational_AutoEncoder.ipynb -------------------------------------------------------------------------------- /02_Vector_Quantized_Variational_AutoEncoder.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/02_Vector_Quantized_Variational_AutoEncoder.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/README.md -------------------------------------------------------------------------------- /assets/VAE_generated_random_sample.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/assets/VAE_generated_random_sample.png -------------------------------------------------------------------------------- /assets/VAE_ground_truth.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/assets/VAE_ground_truth.png -------------------------------------------------------------------------------- /assets/VAE_reconstructed.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/assets/VAE_reconstructed.png -------------------------------------------------------------------------------- /assets/VQ-VAE_ground_truth.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/assets/VQ-VAE_ground_truth.png -------------------------------------------------------------------------------- /assets/VQ-VAE_random_codes.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/assets/VQ-VAE_random_codes.png -------------------------------------------------------------------------------- /assets/VQ-VAE_reconstructed.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jackson-Kang/Pytorch-VAE-tutorial/HEAD/assets/VQ-VAE_reconstructed.png --------------------------------------------------------------------------------