Awesome Open Source
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The Top 69 Vae Open Source Projects
Categories
>
Machine Learning
>
Vae
Numpy Ml
⭐
9,683
Machine learning, in numpy
Generative Models
⭐
6,494
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Deepnude An Image To Image Technology
⭐
3,879
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。
Tensorflow Generative Model Collections
⭐
3,736
Collection of generative models in Tensorflow
Pytorch Vae
⭐
1,888
A Collection of Variational Autoencoders (VAE) in PyTorch.
Advanced Deep Learning With Keras
⭐
940
Advanced Deep Learning with Keras, published by Packt
Variational Autoencoder
⭐
816
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Deeplearningmugenknock
⭐
691
でぃーぷらーにんぐを無限にやってディープラーニングでDeepLearningするための実装CheatSheet
Tensorflow Vae Gan Draw
⭐
579
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
⭐
473
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
Generative Models
⭐
439
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
Awesome Vaes
⭐
439
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
Tensorflow Mnist Vae
⭐
429
Tensorflow implementation of variational auto-encoder for MNIST
Disentangling Vae
⭐
416
Experiments for understanding disentanglement in VAE latent representations
Joint Vae
⭐
406
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation 🌟
Pytorch Vqvae
⭐
398
Vector Quantized VAEs - PyTorch Implementation
Pytorch Rl
⭐
393
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"
Dsprites Dataset
⭐
350
Dataset to assess the disentanglement properties of unsupervised learning methods
Neural Ode
⭐
343
Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations
Pytorch_rvae
⭐
334
Recurrent Variational Autoencoder that generates sequential data implemented with pytorch
Beta Vae
⭐
332
Pytorch implementation of β-VAE
Daisyrec
⭐
295
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
S Vae Pytorch
⭐
259
Pytorch implementation of Hyperspherical Variational Auto-Encoders
Human_body_prior
⭐
257
VPoser: Variational Human Pose Prior
Video_prediction
⭐
249
Stochastic Adversarial Video Prediction
Vae Cvae Mnist
⭐
240
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
Variational Recurrent Autoencoder Tensorflow
⭐
230
A tensorflow implementation of "Generating Sentences from a Continuous Space"
Vq Vae
⭐
230
Minimalist implementation of VQ-VAE in Pytorch
Tf Vqvae
⭐
229
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
Pytorch Vq Vae
⭐
209
PyTorch implementation of VQ-VAE by Aäron van den Oord et al.
Cada Vae Pytorch
⭐
201
Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
S Vae Tf
⭐
200
Tensorflow implementation of Hyperspherical Variational Auto-Encoders
Twostagevae
⭐
193
Adversarial_video_summary
⭐
192
Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)
Optimus
⭐
189
Optimus: the first large-scale pre-trained VAE language model
Disentangled_vae
⭐
188
Replicating "Understanding disentangling in β-VAE"
Pytorch Vae
⭐
185
A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch
Factorvae
⭐
180
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
Vae Lagging Encoder
⭐
157
PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)
A Hierarchical Latent Structure For Variational Conversation Modeling
⭐
155
PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)
Sylvester Flows
⭐
153
Beat Blender
⭐
150
Blend beats using machine learning to create music in a fun new way.
Vae Seq
⭐
146
Variational Auto-Encoders in a Sequential Setting.
Vmf_vae_nlp
⭐
141
Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"
Tensorflow Mnist Cvae
⭐
140
Tensorflow implementation of conditional variational auto-encoder for MNIST
Deep Learning With Python
⭐
134
Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
Srl Zoo
⭐
127
State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox
Vae Tensorflow
⭐
120
A Tensorflow implementation of a Variational Autoencoder for the deep learning course at the University of Southern California (USC).
O Gan
⭐
118
O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks
Pytorch_cpp
⭐
117
Deep Learning sample programs using PyTorch in C++
Cross Lingual Voice Cloning
⭐
113
Tacotron 2 - PyTorch implementation with faster-than-realtime inference modified to enable cross lingual voice cloning.
Mojitalk
⭐
107
Code for "MojiTalk: Generating Emotional Responses at Scale" https://arxiv.org/abs/1711.04090
Smrt
⭐
104
Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.
Python World
⭐
100
Generative Models
⭐
97
Comparison of Generative Models in Tensorflow
Vae For Image Generation
⭐
90
Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets
Attend_infer_repeat
⭐
82
A Tensorfflow implementation of Attend, Infer, Repeat
Dfc Vae
⭐
74
Variational Autoencoder trained by Feature Perceputal Loss
Elliot
⭐
69
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
Vae_protein_function
⭐
59
Protein function prediction using a variational autoencoder
Wae Pytorch
⭐
48
Text Generation Papers
⭐
46
Paper collection of Neural Text Generation
Vae Tensorflow
⭐
43
(beta-)VAE Tensorflow
Srvp
⭐
40
Official implementation of the paper Stochastic Latent Residual Video Prediction
Pytorch Mnist Vae
⭐
36
Voice Conversion
⭐
34
Voice conversion (VC) investigation using three variants of VAE
Dlow
⭐
33
Official PyTorch Implementation of "DLow: Diversifying Latent Flows for Diverse Human Motion Prediction". ECCV 2020.
Variational Autoencoder
⭐
25
PyTorch implementation of "Auto-Encoding Variational Bayes"
1-69 of 69 projects
Advertising
📦 10
All Projects
Application Programming Interfaces
📦 124
Applications
📦 192
Artificial Intelligence
📦 78
Blockchain
📦 73
Build Tools
📦 113
Cloud Computing
📦 80
Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
Text Processing
📦 136
User Interface
📦 330
User Interface Components
📦 514
Version Control
📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210