All About The Gan

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
Alternatives To All About The Gan
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
The Gan Zoo13,546
2 months ago35mitPython
A list of all named GANs!
Keras Gan8,842
a year ago142mitPython
Keras implementations of Generative Adversarial Networks.
Machine Learning Notes7,461
6 months ago25Jupyter Notebook
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接
Pytorch Tutorial7,372
8 months ago28mitJupyter Notebook
Build your neural network easy and fast, 莫烦Python中文教学
Dcgan Tensorflow6,761
3 years ago183mitJavaScript
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Adversarialnetspapers6,390
a year ago5
Awesome paper list with code about generative adversarial nets
T81_558_deep_learning5,590
7 days ago3otherJupyter Notebook
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
Gans Awesome Applications4,667
3 months ago17
Curated list of awesome GAN applications and demo
Really Awesome Gan3,507
a year ago
A list of papers on Generative Adversarial (Neural) Networks
Image Super Resolution3,376
2 years ago85apache-2.0Python
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Alternatives To All About The Gan
Select To Compare


Alternative Project Comparisons
Readme

All-About-the-GANs

GAN(Generative Adversarial Networks)s are the models that used in unsupervised machine learning, implemented by a system of two neural networks competing against each other in a zero-sum game framework. It was introduced by Ian Goodfellow et al. in 2014.

The purpose of this repository is providing the curated list of the state-of-the-art works on the field of Generative Adversarial Networks since their introduction in 2014.


(Word Cloud of Title)


(Word Cloud of Category)

Abbr. Name Word Cloud of GAN papers
(Word cloud of Abbr. name)

It provides a list that merged information from various GAN lists and repositories as below:

🔗 Reference repositories


You can also check out the same data in a tabular format with functionality to filter by year or do a quick search by title here.

Contributions are welcome. Please contact me at [email protected] or send a pull request. You can have to add links through pull requests or create an issue which something I missed or need to start a discussion.


You can access the whole list by two way

1. simple web style - https://hollobit.github.io/All-About-the-GAN/

2. Readme style

3. All GANs Search

Popular Generative Adversarial Network Projects
Popular Network Projects
Popular Machine Learning Categories
Related Searches

Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Python
Deep Learning
Network
Pytorch
Tensorflow
Paper
Neural Network
Awesome
Classification
Segmentation
Gan
Generative Adversarial Network
Gans
Reconstruction
Tensor
Unsupervised Learning
Medical Imaging
Adversarial Networks