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The Top 320 Vae Open Source Projects on Github

Numpy Ml ⭐ 10,559
Machine learning, in numpy
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Tensorflow Generative Model Collections ⭐ 3,570
Collection of generative models in Tensorflow
Deepnude An Image To Image Technology ⭐ 3,404
DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。
Pytorch Vae ⭐ 1,796
A Collection of Variational Autoencoders (VAE) in PyTorch.
Variational Autoencoder ⭐ 905
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Advanced Deep Learning With Keras ⭐ 870
Advanced Deep Learning with Keras, published by Packt
Tensorflow Vae Gan Draw ⭐ 569
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).
Sentence Vae ⭐ 506
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
Awesome Vaes ⭐ 448
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
Generative Models ⭐ 414
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
Disentangling Vae ⭐ 407
Experiments for understanding disentanglement in VAE latent representations
Joint Vae ⭐ 384
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation 🌟
Tensorflow Mnist Vae ⭐ 379
Tensorflow implementation of variational auto-encoder for MNIST
Pytorch Rl ⭐ 356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Pycadl ⭐ 355
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
Human_body_prior ⭐ 350
VPoser: Variational Human Pose Prior
Pytorch_rvae ⭐ 339
Recurrent Variational Autoencoder that generates sequential data implemented with pytorch
Daisyrec ⭐ 323
A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks
Pytorch Vqvae ⭐ 306
Vector Quantized VAEs - PyTorch Implementation
Dsprites Dataset ⭐ 296
Dataset to assess the disentanglement properties of unsupervised learning methods
Beta Vae ⭐ 262
Pytorch implementation of β-VAE
Neural Ode ⭐ 259
Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations
Vq Vae ⭐ 238
Minimalist implementation of VQ-VAE in Pytorch
Variational Recurrent Autoencoder Tensorflow ⭐ 226
A tensorflow implementation of "Generating Sentences from a Continuous Space"
S Vae Pytorch ⭐ 214
Pytorch implementation of Hyperspherical Variational Auto-Encoders
Learning To Drive In 5 Minutes ⭐ 210
Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
Cada Vae Pytorch ⭐ 208
Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
Tf Vqvae ⭐ 205
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
Video_prediction ⭐ 199
Stochastic Adversarial Video Prediction
Vae Cvae Mnist ⭐ 184
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
Disentangled_vae ⭐ 179
Replicating "Understanding disentangling in β-VAE"
S Vae Tf ⭐ 178
Tensorflow implementation of Hyperspherical Variational Auto-Encoders
Adversarial_video_summary ⭐ 171
A PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)
Optimus ⭐ 164
Optimus: the first large-scale pre-trained VAE language model
Cross Lingual Voice Cloning ⭐ 162
Tacotron 2 - PyTorch implementation with faster-than-realtime inference modified to enable cross lingual voice cloning.
Twostagevae ⭐ 160
Vae Lagging Encoder ⭐ 150
PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)
Pytorch_cpp ⭐ 147
Deep Learning sample programs using PyTorch in C++
Pytorch Vq Vae ⭐ 147
PyTorch implementation of VQ-VAE by Aäron van den Oord et al.
Factorvae ⭐ 144
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
Vae Seq ⭐ 137
Variational Auto-Encoders in a Sequential Setting.
Elliot ⭐ 137
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
Portaspeech ⭐ 136
PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech
A Hierarchical Latent Structure For Variational Conversation Modeling ⭐ 134
PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)
Tensorflow Mnist Cvae ⭐ 134
Tensorflow implementation of conditional variational auto-encoder for MNIST
Deep Learning With Python ⭐ 127
Example projects I completed to understand Deep Learning techniques with Tensorflow.
Sylvester Flows ⭐ 126
Beat Blender ⭐ 124
Blend beats using machine learning to create music in a fun new way.
Vmf_vae_nlp ⭐ 124
Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"
Pytorch Vae ⭐ 117
A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch
Vae Tensorflow ⭐ 115
A Tensorflow implementation of a Variational Autoencoder for the deep learning course at the University of Southern California (USC).
O Gan ⭐ 99
O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks
Python World ⭐ 98
Srl Zoo ⭐ 98
State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox
Mojitalk ⭐ 98
Code for "MojiTalk: Generating Emotional Responses at Scale" https://arxiv.org/abs/1711.04090
Smrt ⭐ 94
Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.
Soft Intro Vae Pytorch ⭐ 94
[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"
Generative Models ⭐ 92
Comparison of Generative Models in Tensorflow
Dcgan_vae_pytorch ⭐ 91
dcgan combined with vae in pytorch!
Sqair ⭐ 89
Implementation of Sequential Attend, Infer, Repeat (SQAIR)
Carla Ppo ⭐ 86
This repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.
Parallel Tacotron2 ⭐ 80
PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling
Attend_infer_repeat ⭐ 77
A Tensorfflow implementation of Attend, Infer, Repeat
Vae For Image Generation ⭐ 75
Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets
Contiguous Succotash ⭐ 70
Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch
Nvae ⭐ 67
An unofficial toy implementation for NVAE 《A Deep Hierarchical Variational Autoencoder》
Resnetvae ⭐ 66
Variational AutoEncoder + ResNet Transfer Learning
Dfc Vae ⭐ 65
Variational Autoencoder trained by Feature Perceputal Loss
Tensorflow Mnist Aae ⭐ 65
Tensorflow implementation of adversarial auto-encoder for MNIST
Pvae ⭐ 63
code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".
Copycat Abstractive Opinion Summarizer ⭐ 62
ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
Dagnet ⭐ 60
PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"
Vae Gumbel Softmax ⭐ 60
An implementation of a Variational-Autoencoder using the Gumbel-Softmax reparametrization trick in TensorFlow (tested on r1.5 CPU and GPU) in ICLR 2017.
Genesis ⭐ 56
Official PyTorch implementation of GENESIS and GENESIS-V2
Tf Var Attention ⭐ 55
Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)
Variational Autoencoder Theano ⭐ 53
Variational Autoencoders (VAEs) in Theano for Images and Text
Vae_captioning ⭐ 52
Implementation of Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space
Advanced_models ⭐ 49
여러가지 유명한 신경망 모델들을 제공합니다. (DCGAN, VAE, Resnet 등등)
Generative Model ⭐ 46
Repository for implementation of generative models with Tensorflow 1.x
Vae Concrete ⭐ 46
Keras implementation of a Variational Auto Encoder with a Concrete Latent Distribution
Variational Autoencoder Pytorch ⭐ 45
Implementation of a convolutional Variational-Autoencoder model in pytorch.
Vae_protein_function ⭐ 44
Protein function prediction using a variational autoencoder
Inpaintnet ⭐ 39
Code accompanying ISMIR'19 paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"
Precision Recall Distributions ⭐ 38
Assessing Generative Models via Precision and Recall (official repository)
Vae Tensorflow ⭐ 37
(beta-)VAE Tensorflow
Wae Pytorch ⭐ 36
Pytorch Gans ⭐ 36
Various GANs in pytorch environment
Midi Vae ⭐ 36
Language Models ⭐ 36
Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).
Deepmusicvstyle ⭐ 33
Code repo for ICME 2020 paper "Style-Conditioned Music Generation". VAE model that allows style-conditioned music generation.
Bert4rec Vae Pytorch ⭐ 33
Pytorch implementation of BERT4Rec and Netflix VAE.
Mvae ⭐ 33
Mixed-curvature Variational Autoencoders (ICLR 2020)
Ladder Vae Pytorch ⭐ 31
Ladder Variational Autoencoders (LVAE) in PyTorch
Pytorch Rl Cpp ⭐ 31
A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)
Joint_vae ⭐ 30
Code to build VAE models that are jointly conditioned.
Vae Style Transfer ⭐ 30
An experiment in VAE-based artistic style transfer by embedding fiddling.
Srvp ⭐ 29
Official implementation of the paper Stochastic Latent Residual Video Prediction
Vae Anomaly Detector ⭐ 29
Experiments on unsupervised anomaly detection using variational autoencoder. The variational autoencoder is implemented in Pytorch.
Bagel ⭐ 29
IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder
1-100 of 320 projects

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Advertising 📦 9
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Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
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Control Flow 📦 197
Data Formats 📦 77
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Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
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Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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