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The Top 23 Adversarial Open Source Projects

Open source projects categorized as Adversarial
Categories > Adversarial
Awesome Tensorflow ⭐ 16,809
TensorFlow - A curated list of dedicated resources http://tensorflow.org
most recent commit a year ago
Pytorch Gan ⭐ 15,262
PyTorch implementations of Generative Adversarial Networks.
most recent commit 3 months ago
The Gan Zoo ⭐ 13,546
A list of all named GANs!
most recent commit 7 months ago
Keras Gan ⭐ 8,842
Keras implementations of Generative Adversarial Networks.
most recent commit a year ago
Paddlegan ⭐ 7,443
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
total releases 6most recent commit 5 months ago
Dcgan Tensorflow ⭐ 6,761
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
most recent commit 3 years ago
Adversarialnetspapers ⭐ 6,390
Awesome paper list with code about generative adversarial nets
most recent commit a year ago
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
most recent commit 5 years ago
Gans Awesome Applications ⭐ 4,667
Curated list of awesome GAN applications and demo
most recent commit 8 months ago
Image Super Resolution ⭐ 4,392
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 4 months ago
Igan ⭐ 3,672
Interactive Image Generation via Generative Adversarial Networks
most recent commit 4 years ago
Really Awesome Gan ⭐ 3,507
A list of papers on Generative Adversarial (Neural) Networks
most recent commit 2 years ago
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。
most recent commit 4 years ago
Dcgan_code ⭐ 3,196
Deep Convolutional Generative Adversarial Networks
most recent commit 5 years ago
Transfer Learning Library ⭐ 2,883
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 5 months ago
Adversarial ⭐ 2,773
Code and hyperparameters for the paper "Generative Adversarial Networks"
most recent commit 4 years ago
Foolbox ⭐ 2,600
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
dependent packages 5total releases 70most recent commit 3 months agopypi foolbox} Downloads
Textattack ⭐ 2,597
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
dependent packages 5total releases 46most recent commit 4 months agopypi textattack} Downloads
Alphatree Graphic Deep Neural Network ⭐ 2,466
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(ro 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的 caffe官方源码，应用部分含推荐算法和知识图谱
most recent commit 7 months ago
Papers ⭐ 2,239
Summaries of machine learning papers
most recent commit 3 years ago
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36most recent commit 3 months agopypi alibi-detect} Downloads
Awesome Gan For Medical Imaging ⭐ 1,919
Awesome GAN for Medical Imaging
most recent commit 2 years ago
Seqgan ⭐ 1,801
Implementation of Sequence Generative Adversarial Nets with Policy Gradient
most recent commit 5 years ago
The 9 Most Depended On Adversarial Open Source Projects
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36latest release July 07, 2023most recent commit 3 months agopypi alibi-detect} Downloads
Foolbox ⭐ 2,600
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
dependent packages 5total releases 70latest release April 02, 2022most recent commit 3 months agopypi foolbox} Downloads
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8latest release July 29, 2022most recent commit 7 months agopypi neural-structured-learning} Downloads
Pyabsa ⭐ 854
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
dependent packages 2total releases 571latest release November 07, 2023most recent commit 5 days agopypi pyabsa} Downloads
Recoloradv ⭐ 24
ReColorAdv and other attacks from the NeurIPS 2019 paper "Functional Adversarial Attacks"
dependent packages 1total releases 1latest release September 29, 2020most recent commit 2 years agopypi recoloradv} Downloads
Advex Uar ⭐ 77
Code for "Testing Robustness Against Unforeseen Adversaries"
dependent packages 1total releases 6latest release April 26, 2022most recent commit 2 years agopypi advex-uar} Downloads
Deeprobust ⭐ 904
A pytorch adversarial library for attack and defense methods on images and graphs
dependent packages 1total releases 13latest release November 13, 2023most recent commit 5 months agopypi deeprobust} Downloads
Imitation ⭐ 1,064
Clean PyTorch implementations of imitation and reward learning algorithms
dependent packages 1total releases 9latest release October 31, 2023most recent commit 3 months agopypi imitation} Downloads
The 10 Latest Releases In Adversarial Open Source Projects
Armory ⭐ 165
ARMORY Adversarial Robustness Evaluation Test Bed
total releases 48latest release November 14, 2023most recent commit 5 months ago
Deeprobust ⭐ 904
A pytorch adversarial library for attack and defense methods on images and graphs
dependent packages 1total releases 13latest release November 13, 2023most recent commit 5 months agopypi deeprobust} Downloads
Pyabsa ⭐ 854
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
dependent packages 2total releases 571latest release November 07, 2023most recent commit 5 days agopypi pyabsa} Downloads
Imitation ⭐ 1,064
Clean PyTorch implementations of imitation and reward learning algorithms
dependent packages 1total releases 9latest release October 31, 2023most recent commit 3 months agopypi imitation} Downloads
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36latest release July 07, 2023most recent commit 3 months agopypi alibi-detect} Downloads
Pirebok ⭐ 7
pîrebok - a guided adversarial fuzzer
total releases 2latest release October 06, 2022most recent commit 2 years ago
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8latest release July 29, 2022most recent commit 7 months agopypi neural-structured-learning} Downloads
Advex Uar ⭐ 77
Code for "Testing Robustness Against Unforeseen Adversaries"
dependent packages 1total releases 6latest release April 26, 2022most recent commit 2 years agopypi advex-uar} Downloads
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