Zhang Shudong's repositories
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
adversarialattacks
Adversarial Attacks
audio_adversarial_examples
Targeted Adversarial Examples on Speech-to-Text systems
auto-attack
Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
awesome-malware-analysis
A curated list of awesome malware analysis tools and resources.
backdoor-learning-resources
A list of backdoor learning resources
Reconstruct-defense
Code for "Defense against adversarial attacks by reconstructing images"
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
fucking-algorithm
手把手撕LeetCode题目，扒各种算法套路的裤子，not only how，but also why. English version supported!
img2dataset
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
lihang-code
《统计学习方法》的代码实现
lingvo
Lingvo
mean-teacher
A state-of-the-art semi-supervised method for image recognition
OTDD
Python implementation of Geometric Dataset Distances via Optimal Transport
privacy
Library for training machine learning models with privacy for training data
pytorch-cifar
95.47% on CIFAR10 with PyTorch
pytorch-distributed
A quickstart and benchmark for pytorch distributed training.
pytorch-examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
ResNetVAE
Variational AutoEncoder + ResNet Transfer Learning
robustbench
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
SRGAN
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
TRADES
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
vision
Datasets, Transforms and Models specific to Computer Vision
wassdistance
Approximating Wasserstein distances with PyTorch