vae · GitHub Topics

#计算机科学#Machine learning, in numpy

机器学习 neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet lstm attention reinforcement-learning knn gaussian-processes word2vec

Python 16.11 k

2 年前

wiseodd / generative-models

#计算机科学#Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

vae Generative Adversarial Network PyTorch Tensorflow generative-model 机器学习 rbm restricted-boltzmann-machine

Python 7.42 k

1 年前

AntixK / PyTorch-VAE

#计算机科学#A Collection of Variational Autoencoders (VAE) in PyTorch.

PyTorch pytorch-implementation vae vae-implementation 深度学习 reproducible-research paper-implementations pytorch-vae variational-autoencoders architecture vqvae

Python 7.2 k

3 个月前

hwalsuklee / tensorflow-generative-model-collections

Collection of generative models in Tensorflow

Generative Adversarial Network vae cgan infogan acgan lsgan wgan dragan ebgan variational-autoencoder Tensorflow mnist fashion-mnist generative-model generative-models

Python 3.92 k

3 年前

clementchadebec / benchmark_VAE

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

vae benchmarking comparison normalizing-flows PyTorch reproducibility reproducible-research vae-implementation variational-autoencoder vq-vae

Python 1.92 k

1 年前

PacktPublishing / Advanced-Deep-Learning-with-Keras

#计算机科学# Advanced Deep Learning with Keras, published by Packt

Keras Generative Adversarial Network vae reinforcement-learning autoencoder 深度学习

Python 1.92 k

2 年前

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

#计算机科学#Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

ddpm denoising diffusion diffusion-models generation generative-models Medical imaging reconstruction sde segmentation vae 深度学习机器学习 score-based score-matching

1.83 k

5 个月前

jaanli / variational-autoencoder

#学习与技能提升#Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

vae 机器学习 Tensorflow variational-autoencoder variational-inference deep learning 深度学习深度神经网络 PyTorch unsupervised-learning

Python 1.17 k

1 年前

ritheshkumar95 / pytorch-vqvae

#计算机科学#Vector Quantized VAEs - PyTorch Implementation

深度学习 vae PyTorch generative-models vq-vae

Python 917

2 年前

nghorbani / human_body_prior

VPoser: Variational Human Pose Prior

vae human Framer Motion pose-estimation pose

Jupyter Notebook 882

3 年前

matthewvowels1 / Awesome-VAEs

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

vae variational-autoencoder Awesome Lists disentangled-representations representation-learning 深度学习 generative-model unsupervised-learning variational-inference

819

4 年前

YannDubs / disentangling-vae

#计算机科学#Experiments for understanding disentanglement in VAE latent representations

vae variational-autoencoder unsupervised-learning celeba disentangled-representations mnist fashion-mnist representation-learning reproducible-research 深度学习 PyTorch

Python 818

2 年前

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

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

generative-ai diffusion Generative Adversarial Network lstm reinforcement-learning rnn transformer vae energy-based-model prompt-learning Material Design

811

6 天前

msurtsukov / neural-ode

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

PyTorch Jupyter Notebook neural-ode vae

Jupyter Notebook 758

1 年前

timbmg / VAE-CVAE-MNIST

#计算机科学#Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

vae PyTorch mnist 深度学习 variational-autoencoder

Python 635

16 天前

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...

Tensorflow vae Generative Adversarial Network draw recurrent-neural-networks

Python 597

8 年前

timbmg / Sentence-VAE

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

PyTorch 自然语言处理 vae 深度学习神经网络 generative-model

Python 592

16 天前

zalandoresearch / pytorch-vq-vae

#计算机科学#PyTorch implementation of VQ-VAE by Aäron van den Oord et al.

PyTorch vq-vae vae 深度学习

Jupyter Notebook 573

6 年前

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 Co...

recommender-system matrix-factorization factorization-machines k-nearest-neighbors PyTorch slim collaborative-filtering deepfm nfm vae afm

Python 552

10 个月前

1Konny / Beta-VAE

Pytorch implementation of β-VAE

vae disentangled-representations unsupervised-learning celeba

Python 544

4 年前