psanch21 / VAE-GMVAELinks
This repository contains the implementation of the VAE and Gaussian Mixture VAE using TensorFlow and several network architectures
☆210Updated 5 years ago
Alternatives and similar repositories for VAE-GMVAE
Users that are interested in VAE-GMVAE are comparing it to the libraries listed below
Sorting:
- Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders☆214Updated 5 years ago
- Unsupervised clustering with (Gaussian mixture) VAEs☆301Updated 8 years ago
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆350Updated 5 years ago
- Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering☆310Updated 7 years ago
- PyTorch implementation of Wasserstein Auto-Encoders☆296Updated 5 years ago
- Pytorch Adversarial Auto Encoder (AAE)☆87Updated 6 years ago
- ☆24Updated 6 years ago
- ☆110Updated 8 years ago
- Variational Autoencoder for Unsupervised and Disentangled Representation Learning of content and motion features in sequential data (Mand…☆106Updated 6 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆92Updated 5 years ago
- Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)☆47Updated 5 years ago
- ☆66Updated 6 years ago
- Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling☆231Updated 7 years ago
- ☆238Updated 6 years ago
- code for "Isolating Sources of Disentanglement in Variational Autoencoders".☆351Updated 3 years ago
- Tutorial on normalizing flows.☆300Updated 7 years ago
- Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.☆123Updated 7 years ago
- the reproduce of Variational Deep Embedding : A Generative Approach to Clustering Requirements by pytorch☆139Updated 2 years ago
- This repository tries to provide unsupervised deep learning models with Pytorch☆90Updated 7 years ago
- ☆91Updated 6 years ago
- Pytorch implementation of the Variational Recurrent Neural Network (VRNN).☆290Updated 4 years ago
- This repository contains a pytorch implementation for the paper: Multi-Level Variational Autoencoder (https://arxiv.org/abs/1705.08841), …☆71Updated 3 years ago
- Gaussian Process Prior Variational Autoencoder☆87Updated 7 years ago
- Conditional variational autoencoder implementation in Torch☆107Updated 9 years ago
- Pytorch Implementation of OpenAI's "Improved Variational Inference with Inverse Autoregressive Flow"☆83Updated 5 years ago
- Implementations of various VAE-based semi-supervised and generative models in PyTorch☆710Updated 5 years ago
- A PyTorch Implementation of the Importance Weighted Autoencoders☆39Updated 7 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆207Updated 7 years ago
- Wasserstein Auto-Encoders☆507Updated 7 years ago
- Implementation of a convolutional Variational-Autoencoder model in pytorch.☆73Updated 6 years ago