vae

wiseodd / generative-models

4.6k

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

vae gan pytorch tensorflow generative-model machine-learning rbm restricted-boltzmann-machine

Python Updated Jan 31, 2019

hwalsuklee / tensorflow-generative-model-collections

3k

Collection of generative models in Tensorflow

gan vae cgan infogan acgan lsgan wgan dragan ebgan variational-autoencoder began tensorflow mnist fashion-mnist wgan-gp cvae generative-adversarial-networks generative-model generative-models improved-wgan

Python Updated Jul 21, 2018

zhedongzheng / finch

1.3k

Deep NLP Examples in TensorFlow 1

tensorflow deep learning nlp text sequence question answer cnn rnn attention memory vae

Jupyter Notebook Updated Dec 25, 2018

ikostrikov / TensorFlow-VAE-GAN-DRAW

525

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (D…

tensorflow vae gan draw recurrent-neural-networks

Python Updated Apr 18, 2017

altosaar / variational-autoencoder

372

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

vae machine-learning tensorflow variational-autoencoder variational-inference probabilistic-graphical-models deep learning deep-learning deep-neural-networks pytorch unsupervised-learning autoregressive-neural-networks

Python Updated Jan 20, 2019

pkmital / pycadl

339

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

deep-learning neural-network tutorial mooc gan vae vae-gan pixelcnn wavenet magenta nsynth tensorflow celeba cyclegan dcgan word2vec glove autoregressive conditional course

Python Updated Oct 12, 2018

shayneobrien / generative-models

282

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WG…

python generative-adversarial-network machine-learning pytorch discriminator gan wasserstein vae generative-models began dragan autoencoder infogan lsgan mmgan nsgan ragan wgan fgan fishergan

Jupyter Notebook Updated Nov 19, 2018

Schlumberger / joint-vae

257

Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation 🌟

disentangled-representations disentanglement gumbel-softmax vae generative-models pytorch

Jupyter Notebook Updated Nov 30, 2018

kefirski / pytorch_RVAE

242

Recurrent Variational Autoencoder that generates sequential data implemented with pytorch

pytorch python vae deep-learning nlp

Python Updated Mar 15, 2017

hwalsuklee / tensorflow-mnist-VAE

237

Tensorflow implementation of variational auto-encoder for MNIST

tensorflow mnist vae variational-autoencoder denoising-autoencoders autoencoder dae

Python Updated Apr 11, 2017

navneet-nmk / pytorch-rl

205

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

dqn reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym ddpg rl-algorithms openai openai-gym robotics experience-replay mujoco mujoco-py policy-gradient gan generative-adversarial-network vae vae-gan variational-autoencoder

Python Updated Nov 30, 2018

deepmind / dsprites-dataset

198

Dataset to assess the disentanglement properties of unsupervised learning methods

vae beta-vae disentanglement dataset dsprites

Jupyter Notebook Updated Jun 2, 2017

Chung-I / Variational-Recurrent-Autoencoder-Tensorflow

194

A tensorflow implementation of "Generating Sentences from a Continuous Space"

tensorflow vae variational-autoencoder recurrent-neural-networks

Python Updated Jul 14, 2018

timbmg / Sentence-VAE

187

PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1…

pytorch nlp vae deep-learning neural-network generative-model ptb

Python Updated Dec 6, 2018

hiwonjoon / tf-vqvae

155

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (V…

tensorflow vae cifar10 mnist generative-model

Jupyter Notebook Updated Apr 5, 2018

PacktPublishing / Advanced-Deep-Learning-with-Keras

136

Advanced Deep Learning with Keras, published by Packt

keras gan vae reinforcement-learning autoencoder deep-learning

Python Updated Nov 21, 2018

nicola-decao / s-vae-tf

134

Tensorflow implementation of Hyperspherical Variational Auto-Encoders

tensorflow vae von-mises-fisher machine-learning deep-learning manifold-learning variational-autoencoder hyperspherical-vae

Python Updated Dec 1, 2018

miyosuda / disentangled_vae

129

Replicating "Understanding disentangling in β-VAE"

vae beta-vae disentanglement dsprites

Python Updated Jun 2, 2018

hwalsuklee / tensorflow-mnist-CVAE

99

Tensorflow implementation of conditional variational auto-encoder for MNIST

tensorflow mnist vae cvae denoising denoising-autoencoders denoising-images variational-autoencoder variational-inference autoencoder conditional conditional-vae

Python Updated Apr 25, 2017

nicola-decao / s-vae-pytorch

98

Pytorch implementation of Hyperspherical Variational Auto-Encoders

pytorch vae variational-autoencoder von-mises-fisher machine-learning deep-learning manifold-learning hyperspherical-vae

Python Updated Jan 28, 2019

1Konny / Beta-VAE

94

Pytorch implementation of β-VAE

beta-vae vae disentangled-representations unsupervised-learning celeba chairs-dataset dsprites

Python Updated Nov 28, 2018

FelixMohr / Deep-learning-with-Python

92

Example projects I completed to understand Deep Learning techniques with Tensorflow.

dcgan vae lstm deep-learning python3 style-transfer tensorflow tensorflow-tutorials gan generative-adversarial-network variational-autoencoder neural-networks

Jupyter Notebook Updated May 18, 2018

alexlee-gk / video_prediction

91

Stochastic Adversarial Video Prediction

video-prediction stochastic adversarial vae variational-autoencoder generative-adversarial-network gan vae-gan video-generation

Python Updated Jan 23, 2019

j-min / Adversarial_Video_Summary

90

PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

unsupervised-learning video summarization gan vae lstm pytorch sum-gan vae-gan adversarial-lstm-networks

Python Updated Nov 16, 2017

ritheshkumar95 / pytorch-vqvae

90

Vector Quantized VAEs - PyTorch Implementation

deep-learning vae pytorch

Python Updated May 23, 2018

jiacheng-xu / vmf_vae_nlp

83

Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"

von-mises-fisher vae pytorch nlp

Python Updated Dec 12, 2018

googlecreativelab / beat-blender

81

Blend beats using machine learning to create music in a fun new way.

deeplearnjs vae music machine-learning javascript tensorflow

JavaScript Updated Mar 27, 2018

kvmanohar22 / Generative-Models

75

Comparison of Generative Models in Tensorflow

deep-learning tensorflow mnist gan vae cifar-10

Python Updated Oct 21, 2017

ctr4si / A-Hierarchical-Latent-Structure-for-Variational-Conversation-Modeling

70

PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)

vhcr conversation vae rnn pytorch

Python Updated Oct 20, 2018

akosiorek / sqair

68

Implementation of Sequential Attend, Infer, Repeat (SQAIR)

sqair vae generative representations-learning detection tracking motion approximate-inference variational-inference vimco iwae

Jupyter Notebook Updated Nov 21, 2018