Unsupervised clustering with (Gaussian mixture) VAEs
☆301Dec 25, 2016Updated 9 years ago
Alternatives and similar repositories for vae-clustering
Users that are interested in vae-clustering are comparing it to the libraries listed below
Sorting:
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆354Oct 2, 2020Updated 5 years ago
- Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders☆215Mar 4, 2020Updated 5 years ago
- This repository contains the implementation of the VAE and Gaussian Mixture VAE using TensorFlow and several network architectures☆209Jul 1, 2020Updated 5 years ago
- Code for some of the experiments I did with variational autoencoders on multi-modality and atari video prediction. Atari video prediction…☆62Jun 7, 2016Updated 9 years ago
- Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering☆312Feb 14, 2018Updated 8 years ago
- Deep variational inference in tensorflow☆57May 5, 2018Updated 7 years ago
- Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)☆47Apr 30, 2020Updated 5 years ago
- Conditional variational autoencoder implementation in Torch☆107Mar 1, 2016Updated 10 years ago
- Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"☆516Jan 25, 2015Updated 11 years ago
- WaveNet implementation using tf.estimator☆21Jul 6, 2023Updated 2 years ago
- ☆11Mar 9, 2018Updated 7 years ago
- categorical variational autoencoder using the Gumbel-Softmax estimator☆432May 10, 2017Updated 8 years ago
- Using VAEs to do clustering for classification☆11Nov 5, 2017Updated 8 years ago
- Variational Autoencoders with Gaussian Mixture Latent Space☆36Jul 7, 2017Updated 8 years ago
- the reproduce of Variational Deep Embedding : A Generative Approach to Clustering Requirements by pytorch☆141Jun 27, 2023Updated 2 years ago
- Contains code relating to this arxiv paper https://arxiv.org/abs/1802.03761☆37Mar 19, 2018Updated 7 years ago
- Code for "How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks"☆104Mar 28, 2016Updated 9 years ago
- Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"☆529Nov 22, 2018Updated 7 years ago
- A variational recurrent neural network implementation in tensorflow☆104Dec 21, 2017Updated 8 years ago
- Wasserstein Auto-Encoders☆507Jun 28, 2018Updated 7 years ago
- Deep generative models for semi-supervised learning.☆109Nov 21, 2016Updated 9 years ago
- Multiplicative Normalizing Flow (MNF) posteriors for variational Bayesian neural networks☆65Jul 17, 2020Updated 5 years ago
- Rank Ordered Autoencoder implementation as described in https://arxiv.org/abs/1605.01749☆33May 9, 2016Updated 9 years ago
- This repository tries to provide unsupervised deep learning models with Pytorch☆90Jan 27, 2018Updated 8 years ago
- ☆239May 15, 2019Updated 6 years ago
- Implementation of VLAE☆214Dec 21, 2017Updated 8 years ago
- truncated Gaussian-Mixture Variational AutoEncoder☆11Mar 14, 2019Updated 6 years ago
- Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Netw…☆365Nov 22, 2018Updated 7 years ago
- Repository for 'Interpretable embeddings from molecular simulations using gaussian mixture variational autoencoders'☆20Jan 6, 2020Updated 6 years ago
- Code for the paper "Improving Variational Auto-Encoders using Householder Flow" (https://arxiv.org/abs/1611.09630)☆74Jan 26, 2017Updated 9 years ago
- Original implementation of Separated Paths for Local and Global Information framework (SPLIT) in TensorFlow 2.☆19May 22, 2023Updated 2 years ago
- Implementation of mutual learning model between VAE and GMM.☆28Oct 8, 2025Updated 4 months ago
- Variational Auto-encoder with Non-parametric Bayesian Prior☆43May 18, 2017Updated 8 years ago
- Code to train and run Blow☆145Sep 4, 2019Updated 6 years ago
- Gaussian Mixture VAE Tacotron☆53Jul 6, 2023Updated 2 years ago
- Batch normalized LSTM for tensorflow☆178Oct 26, 2016Updated 9 years ago
- ☆23Sep 11, 2019Updated 6 years ago
- Pytorch Implementation of WaveNODE☆64Sep 4, 2020Updated 5 years ago
- ☆15Sep 18, 2018Updated 7 years ago