vae

There are 9 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 15809
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 7357
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 6799
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 3914
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 1848
PacktPublishing / Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
autoencoder deep-learning gan keras reinforcement-learning vae
Language:Python 1848
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
1605
jaanli / variational-autoencoder
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
Language:Python 1155
ritheshkumar95 / pytorch-vqvae
Vector Quantized VAEs - PyTorch Implementation
deep-learning generative-models pytorch vae vq-vae
Language:Python 862
nghorbani / human_body_prior
VPoser: Variational Human Pose Prior
vae prior human motion pose-estimation pose
Language:Jupyter Notebook 813
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 801
matthewvowels1 / Awesome-VAEs
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
vae variational-autoencoder awesome-list disentanglement disentangled-representations representation-learning deep-learning generative-model unsupervised-learning variational-inference variational-auto-encoder variational-bayes
789
msurtsukov / neural-ode
Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations
jupyter-notebook neural-ode pytorch vae
Language:Jupyter Notebook 705
AspirinCode / papers-for-molecular-design-using-DL
List of Molecular and Material design using Generative AI and Deep Learning
generative-ai molecular-design deep-generative-models drug-design diffusion gan gnns lstm reinforcement-learning rnn transformer vae energy-based-model prompt-learning score-based-generative-models material-design
703
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 / VAE-CVAE-MNIST
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
vae cvae pytorch mnist deep-learning latent-variable-models variational-autoencoder
Language:Python 593
timbmg / Sentence-VAE
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
pytorch nlp vae deep-learning neural-network generative-model ptb
Language:Python 588
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 551
zalandoresearch / pytorch-vq-vae
PyTorch implementation of VQ-VAE by Aäron van den Oord et al.
pytorch vq-vae vae deep-learning
Language:Jupyter Notebook 538
1Konny / Beta-VAE
Pytorch implementation of β-VAE
beta-vae celeba chairs-dataset disentangled-representations dsprites unsupervised-learning vae
Language:Python 529
nadavbh12 / VQ-VAE
Minimalist implementation of VQ-VAE in Pytorch
vae deep-learning mnist deep-neural-networks vq-vae pytorch
Language:Python 525
shayneobrien / generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
python generative-adversarial-network machine-learning pytorch discriminator gan wasserstein vae generative-models began dragan autoencoder infogan lsgan mmgan nsgan ragan wgan fgan fishergan
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 494
google-deepmind / dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
beta-vae dataset disentanglement dsprites vae
Language:Jupyter Notebook 486
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 462
navneet-nmk / pytorch-rl
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
Language:Python 442
Lofi
jacbz / Lofi
ML-supported lo-fi music generator
music machine-learning vae tonejs lofi-music pytorch flask typescript lofi
Language:TypeScript 385
ChunyuanLI / Optimus
Optimus: the first large-scale pre-trained VAE language model
pretrained-models vae language-model vae-pytorch
Language:Python 378
pkmital / pycadl
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
Language:Python 366
jaywonchung / BERT4Rec-VAE-Pytorch
Pytorch implementation of BERT4Rec and Netflix VAE.
recommendation-system bert4rec ae dae vae pytorch
Language:Python 362
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 358
kefirski / pytorch_RVAE
Recurrent Variational Autoencoder that generates sequential data implemented with pytorch
pytorch python vae deep-learning nlp
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 355
nicola-decao / s-vae-pytorch
Pytorch implementation of Hyperspherical Variational Auto-Encoders
pytorch vae variational-autoencoder von-mises-fisher machine-learning deep-learning manifold-learning hyperspherical-vae
Language:Python 354
keonlee9420 / PortaSpeech
PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech
deep-neural-networks fastspeech generative-model hifi-gan high-quality mel-gan neural-tts non-ar non-autoregressive normalizing-flows portable-tts pytorch speech-synthesis text-to-speech tts vae
Language:Python 332
TimyadNyda / Variational-Lstm-Autoencoder
Lstm variational auto-encoder for time series anomaly detection and features extraction
vae anomaly-detection variational-autoencoder deep-learning time-series tensorflow
Language:Python 314

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

msurtsukov / neural-ode

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

ikostrikov / TensorFlow-VAE-GAN-DRAW

timbmg / VAE-CVAE-MNIST

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

pkmital / pycadl

jaywonchung / BERT4Rec-VAE-Pytorch

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

kefirski / pytorch_RVAE

kpandey008 / DiffuseVAE

nicola-decao / s-vae-pytorch

keonlee9420 / PortaSpeech

TimyadNyda / Variational-Lstm-Autoencoder