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ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

awp

Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"

bios8366

Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics

colorfool

PyTorch implementation of ColorFool: Semantic Adversarial Colorization, CVPR2020

deat

Codes for paper "Dynamic Efficient Adversarial Training Guided by Gradient Magnitude"

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

freeadversarialtraining

PyTorch Implementation of Adversarial Training for Free!

friendly-adversarial-training

Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)

he-scheme

A Toy Implementation in Python of [FV12]

hyde

Port of Mdo's excellent theme to Hugo

kmeans_defense

light-networks

loss-landscape

Code for visualizing the loss landscape of neural nets

machinelearningnotes

My personal notes

mart

Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"

mma_training

Code for the paper "MMA Training: Direct Input Space Margin Maximization through Adversarial Training"

mogp-emulator

Package for fitting Gaussian Process Emulators to multiple output computer simulation results.

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neuralverification.jl

Methods to soundly verify deep neural networks

nuscenes-devkit

The devkit of the nuScenes dataset.

orthogonality-in-cnns

[NeurIPS '18] "Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?" Official Implementation.

popqorn

An Algorithm to Quantify Robustness of Recurrent Neural Networks

prml

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

pymc-resources

PyMC educational resources

pyskl

A toolbox for skeleton-based action recognition.

robobev

RoboBEV: Towards Robust Bird's Eye View Perception under Common Corruption and Domain Shift

robust_overfitting

rog

Towards Robust General Medical Image Segmentation