Search Results - RepositoryStats

3.7k

15.6k

gpl-3.0

460

Machine learning, in numpy

knn vae lstm mfcc resnet wavenet wgan-gp word2vec attention topic-modeling neural-networks machine-learning gradient-boosting bayesian-inference gaussian-processes hidden-markov-models good-turing-smoothing reinforcement-learning gaussian-mixture-models

Created 2019-04-06

348 commits to master branch, last one 2 years ago

generative-models wiseodd

2.0k

7.3k

unlicense

297

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

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

Created 2016-12-07

111 commits to master branch, last one 6 years ago

PyTorch-VAE AntixK

1.1k

6.7k

apache-2.0

43

A Collection of Variational Autoencoders (VAE) in PyTorch.

vae wae iwae vqvae dfc-vae pytorch beta-vae pytorch-vae architecture deep-learning celeba-dataset gumbel-softmax vae-implementation paper-implementations reproducible-research pytorch-implementation variational-autoencoders

Created 2020-01-10

72 commits to master branch, last one 2 years ago

tensorflow-generative-model-collections hwalsuklee

857

3.9k

apache-2.0

159

Collection of generative models in Tensorflow

Created 2017-08-24

76 commits to master branch, last one 6 years ago

Advanced-Deep-Learning-with-Keras PacktPublishing

963

1.8k

mit

69

Advanced Deep Learning with Keras, published by Packt

gan vae keras autoencoder deep-learning reinforcement-learning

Created 2018-03-15

451 commits to master branch, last one about a year ago

benchmark_VAE clementchadebec

164

1.8k

apache-2.0

18

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

vae vq-vae pytorch vae-gan beta-vae pixel-cnn comparison vae-pytorch benchmarking reproducibility normalizing-flows vae-implementation reproducible-research variational-autoencoder wasserstein-autoencoder

Created 2021-10-02

373 commits to main branch, last one 4 months ago

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

149

1.6k

mit

38

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

sde vae ddpm ncsn denoising diffusion generation score-based segmentation deep-learning reconstruction score-matching medical-imaging diffusion-models machine-learning generative-models

Created 2022-09-24

240 commits to main branch, last one about a month ago

variational-autoencoder jaanli

256

1.2k

mit

33

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

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

Created 2016-08-15

59 commits to master branch, last one 7 months ago

pytorch-vqvae ritheshkumar95

137

851

unknown

6

Vector Quantized VAEs - PyTorch Implementation

vae vq-vae pytorch deep-learning generative-models

Created 2018-04-19

62 commits to master branch, last one 6 years ago

human_body_prior nghorbani

145

800

other

25

VPoser: Variational Human Pose Prior

vae pose human prior motion pose-estimation

Created 2019-05-09

180 commits to master branch, last one 2 years ago

disentangling-vae YannDubs

146

798

other

14

Experiments for understanding disentanglement in VAE latent representations

vae mnist celeba pytorch beta-vae dsprites beta-tcvae factor-vae deep-learning fashion-mnist chairs-dataset disentanglement reproducible-research unsupervised-learning representation-learning variational-autoencoder disentangled-representations

Created 2019-01-30

270 commits to master branch, last one about a year ago

Awesome-VAEs matthewvowels1

77

788

unknown

32

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

vae awesome-list deep-learning disentanglement generative-model variational-bayes unsupervised-learning variational-inference representation-learning variational-autoencoder variational-auto-encoder disentangled-representations

Created 2019-08-12

57 commits to master branch, last one 3 years ago

neural-ode msurtsukov

119

700

unknown

13

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

vae pytorch neural-ode jupyter-notebook

Created 2019-01-23

25 commits to master branch, last one 9 months ago

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

97

686

gpl-3.0

26

List of Molecular and Material design using Generative AI and Deep Learning

gan rnn vae gnns lstm diffusion drug-design transformer generative-ai material-design prompt-learning molecular-design energy-based-model deep-generative-models reinforcement-learning score-based-generative-models

Created 2023-02-28

687 commits to main branch, last one 6 days ago

VAE-CVAE-MNIST timbmg

104

591

unknown

8

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

vae cvae mnist pytorch deep-learning latent-variable-models variational-autoencoder

Created 2018-02-26

30 commits to master branch, last one about a year ago

Sentence-VAE timbmg

153

589

unknown

10

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

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

Created 2018-03-05

38 commits to master branch, last one 3 months ago

daisyRec AmazingDD

84

549

mit

13

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Co...

afm nfm vae cdae ease slim neumf svdpp biasmf deepfm pytorch item2vec recommender-system k-nearest-neighbors matrix-factorization factorization-machines collaborative-filtering neural-collaborative-filtering

Created 2019-12-02

299 commits to dev branch, last one 3 months ago

VQ-VAE nadavbh12

87

522

bsd-3-clause

8

Minimalist implementation of VQ-VAE in Pytorch

vae mnist vq-vae pytorch deep-learning deep-neural-networks

Created 2017-12-24

47 commits to master branch, last one 3 years ago

dsprites-dataset google-deepmind

68

485

apache-2.0

15

Dataset to assess the disentanglement properties of unsupervised learning methods

vae dataset beta-vae dsprites disentanglement

Created 2017-05-09

3 commits to master branch, last one 7 years ago

Lofi jacbz

102

381

apache-2.0

9

ML-supported lo-fi music generator

vae lofi flask music tonejs pytorch lofi-music typescript machine-learning

Created 2021-06-15

163 commits to main branch, last one 3 months ago

Optimus ChunyuanLI

37

378

unknown

13

Optimus: the first large-scale pre-trained VAE language model

vae vae-pytorch language-model pretrained-models

Created 2019-11-23

93 commits to master branch, last one about a year ago

pycadl pkmital

66

366

apache-2.0

21

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

Created 2017-09-05

43 commits to master branch, last one 6 years ago

BERT4Rec-VAE-Pytorch jaywonchung

84

358

gpl-3.0

11

Pytorch implementation of BERT4Rec and Netflix VAE.

ae dae vae pytorch bert4rec recommendation-system

Created 2019-11-24

27 commits to master branch, last one 4 years ago

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

58

358

bsd-3-clause

18

Tacotron 2 - PyTorch implementation with faster-than-realtime inference modified to enable cross lingual voice cloning.

vae pytorch multi-lingual voice-cloning text-to-speech

Created 2020-04-02

192 commits to master branch, last one 2 years ago

DiffuseVAE kpandey008

34

353

mit

7

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

vae ddpm diffusion-models generative-model latent-variable-models controllable-generation

Created 2021-07-31

201 commits to main branch, last one 2 years ago

PortaSpeech keonlee9420

36

332

mit

21

PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech

tts vae non-ar mel-gan pytorch hifi-gan fastspeech neural-tts high-quality portable-tts text-to-speech generative-model speech-synthesis normalizing-flows non-autoregressive deep-neural-networks

Created 2021-10-06

16 commits to main branch, last one 2 years ago

CADA-VAE-PyTorch edgarschnfld

57

282

mit

4

Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)

vae few-shot-learning zero-shot-learning variational-autoencoder generalized-zero-shot-learning

Created 2019-01-07

41 commits to master branch, last one 4 years ago

elliot sisinflab

50

277

apache-2.0

13

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

nfm vae k-nn slim bprmf keras svdpp deepfm funksvd tensorflow2 knowledge-graph recommendations machine-learning recommender-system k-nearest-neighbours matrix-factorization collaborative-filtering content-based-recommendation neural-collaborative-filtering

Created 2020-10-23

628 commits to master branch, last one about a year ago