vae

There are 10 repositories under vae topic.

ddbourgin / numpy-ml
Machine learning, in numpy
attention bayesian-inference gaussian-mixture-models gaussian-processes good-turing-smoothing gradient-boosting hidden-markov-models knn lstm machine-learning mfcc neural-networks reinforcement-learning resnet topic-modeling vae wavenet wgan-gp word2vec
Language:Python 15888
wiseodd / generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
gan generative-model machine-learning pytorch rbm restricted-boltzmann-machine tensorflow vae
Language:Python 7371
AntixK / PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
architecture beta-vae celeba-dataset deep-learning dfc-vae gumbel-softmax iwae paper-implementations pytorch pytorch-implementation pytorch-vae reproducible-research vae vae-implementation variational-autoencoders vqvae wae
Language:Python 6879
hwalsuklee / tensorflow-generative-model-collections
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
Language:Python 3915
clementchadebec / benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
benchmarking beta-vae comparison normalizing-flows pixel-cnn pytorch reproducibility reproducible-research vae vae-gan vae-implementation vae-pytorch variational-autoencoder vq-vae wasserstein-autoencoder
Language:Python 1867
PacktPublishing / Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
autoencoder deep-learning gan keras reinforcement-learning vae
Language:Python 1867
amirhossein-kz / Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
ddpm deep-learning denoising diffusion diffusion-models generation generative-models machine-learning medical-imaging ncsn reconstruction score-based score-matching sde segmentation vae
1655
jaanli / variational-autoencoder
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
autoregressive-neural-networks deep deep-learning deep-neural-networks learning machine-learning probabilistic-graphical-models pytorch tensorflow unsupervised-learning vae variational-autoencoder variational-inference
Language:Python 1160
ritheshkumar95 / pytorch-vqvae
Vector Quantized VAEs - PyTorch Implementation
deep-learning generative-models pytorch vae vq-vae
Language:Python 877
nghorbani / human_body_prior
VPoser: Variational Human Pose Prior
human motion pose pose-estimation prior vae
Language:Jupyter Notebook 831
YannDubs / disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
beta-tcvae beta-vae celeba chairs-dataset deep-learning disentangled-representations disentanglement dsprites factor-vae fashion-mnist mnist pytorch representation-learning reproducible-research unsupervised-learning vae variational-autoencoder
Language:Python 805
matthewvowels1 / Awesome-VAEs
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
awesome-list deep-learning disentangled-representations disentanglement generative-model representation-learning unsupervised-learning vae variational-auto-encoder variational-autoencoder variational-bayes variational-inference
795
AspirinCode / papers-for-molecular-design-using-DL
List of Molecular and Material design using Generative AI and Deep Learning
deep-generative-models diffusion drug-design energy-based-model gan generative-ai gnns lstm material-design molecular-design prompt-learning reinforcement-learning rnn score-based-generative-models transformer vae
727
msurtsukov / neural-ode
Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations
jupyter-notebook neural-ode pytorch vae
Language:Jupyter Notebook 721
timbmg / VAE-CVAE-MNIST
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
cvae deep-learning latent-variable-models mnist pytorch vae variational-autoencoder
Language:Python 607
ikostrikov / TensorFlow-VAE-GAN-DRAW
A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).
tensorflow vae gan draw recurrent-neural-networks
Language:Python 596
timbmg / Sentence-VAE
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
deep-learning generative-model neural-network nlp ptb pytorch vae
Language:Python 590
AmazingDD / daisyRec
Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)
recommender-system matrix-factorization factorization-machines item2vec k-nearest-neighbors pytorch slim neural-collaborative-filtering svdpp biasmf collaborative-filtering neumf deepfm nfm cdae vae afm ease
Language:Python 552
zalandoresearch / pytorch-vq-vae
PyTorch implementation of VQ-VAE by Aäron van den Oord et al.
deep-learning pytorch vae vq-vae
Language:Jupyter Notebook 545
1Konny / Beta-VAE
Pytorch implementation of β-VAE
beta-vae celeba chairs-dataset disentangled-representations dsprites unsupervised-learning vae
Language:Python 532
nadavbh12 / VQ-VAE
Minimalist implementation of VQ-VAE in Pytorch
deep-learning deep-neural-networks mnist pytorch vae vq-vae
Language:Python 527
shayneobrien / generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
autoencoder began discriminator dragan fgan fishergan gan generative-adversarial-network generative-models infogan lsgan machine-learning mmgan nsgan python pytorch ragan vae wasserstein wgan
Language:Jupyter Notebook 498
hwalsuklee / tensorflow-mnist-VAE
Tensorflow implementation of variational auto-encoder for MNIST
autoencoder dae denoising-autoencoders mnist tensorflow vae variational-autoencoder
Language:Python 495
google-deepmind / dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
beta-vae dataset disentanglement dsprites vae
Language:Jupyter Notebook 490
Schlumberger / joint-vae
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation :star2:
disentangled-representations disentanglement generative-models gumbel-softmax pytorch vae
Language:Jupyter Notebook 463
navneet-nmk / pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
ddpg deep-learning deep-reinforcement-learning dqn experience-replay gan generative-adversarial-network gym mujoco mujoco-py openai openai-gym policy-gradient pytorch reinforcement-learning rl-algorithms robotics vae vae-gan variational-autoencoder
Language:Python 442
Lofi
jacbz / Lofi
ML-supported lo-fi music generator
flask lofi lofi-music machine-learning music pytorch tonejs typescript vae
Language:TypeScript 394
ChunyuanLI / Optimus
Optimus: the first large-scale pre-trained VAE language model
pretrained-models vae language-model vae-pytorch
Language:Python 379
jaywonchung / BERT4Rec-VAE-Pytorch
Pytorch implementation of BERT4Rec and Netflix VAE.
ae bert4rec dae pytorch recommendation-system vae
Language:Python 370
pkmital / pycadl
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
autoregressive celeba conditional course cyclegan dcgan deep-learning gan glove magenta mooc neural-network nsynth pixelcnn tensorflow tutorial vae vae-gan wavenet word2vec
Language:Python 366
deterministic-algorithms-lab / Cross-Lingual-Voice-Cloning
Tacotron 2 - PyTorch implementation with faster-than-realtime inference modified to enable cross lingual voice cloning.
text-to-speech voice-cloning multi-lingual pytorch vae
Language:Jupyter Notebook 359
kefirski / pytorch_RVAE
Recurrent Variational Autoencoder that generates sequential data implemented with pytorch
deep-learning nlp python pytorch vae
Language:Python 358
nicola-decao / s-vae-pytorch
Pytorch implementation of Hyperspherical Variational Auto-Encoders
deep-learning hyperspherical-vae machine-learning manifold-learning pytorch vae variational-autoencoder von-mises-fisher
Language:Python 357
kpandey008 / DiffuseVAE
Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
controllable-generation ddpm diffusion-models generative-model latent-variable-models vae
Language:Python 356
keonlee9420 / PortaSpeech
PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech
text-to-speech normalizing-flows generative-model deep-neural-networks pytorch tts speech-synthesis neural-tts non-autoregressive portable-tts vae fastspeech hifi-gan non-ar mel-gan high-quality
Language:Python 332
TimyadNyda / Variational-Lstm-Autoencoder
Lstm variational auto-encoder for time series anomaly detection and features extraction
anomaly-detection deep-learning tensorflow time-series vae variational-autoencoder
Language:Python 318

vae

ddbourgin / numpy-ml

wiseodd / generative-models

AntixK / PyTorch-VAE

hwalsuklee / tensorflow-generative-model-collections

clementchadebec / benchmark_VAE

PacktPublishing / Advanced-Deep-Learning-with-Keras

amirhossein-kz / Awesome-Diffusion-Models-in-Medical-Imaging

jaanli / variational-autoencoder

ritheshkumar95 / pytorch-vqvae

nghorbani / human_body_prior

YannDubs / disentangling-vae

matthewvowels1 / Awesome-VAEs

AspirinCode / papers-for-molecular-design-using-DL

msurtsukov / neural-ode

timbmg / VAE-CVAE-MNIST

ikostrikov / TensorFlow-VAE-GAN-DRAW

timbmg / Sentence-VAE

AmazingDD / daisyRec

zalandoresearch / pytorch-vq-vae

1Konny / Beta-VAE

nadavbh12 / VQ-VAE

shayneobrien / generative-models

hwalsuklee / tensorflow-mnist-VAE

google-deepmind / dsprites-dataset

Schlumberger / joint-vae

navneet-nmk / pytorch-rl

jacbz / Lofi

ChunyuanLI / Optimus

jaywonchung / BERT4Rec-VAE-Pytorch

pkmital / pycadl

deterministic-algorithms-lab / Cross-Lingual-Voice-Cloning

kefirski / pytorch_RVAE

nicola-decao / s-vae-pytorch

kpandey008 / DiffuseVAE

keonlee9420 / PortaSpeech

TimyadNyda / Variational-Lstm-Autoencoder