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advertorch

A Toolbox for Adversarial Robustness Research

augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

auto_lirpa

[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

cnnf

core

Python simulation and hardware library for learning and control

cornet

[NeurIPS2019] CORnet: Modeling the Neural Mechanisms of Core Object Recognition

deep_complex_networks

Implementation related to the Deep Complex Networks

fi-ode

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

glow-pytorch

Simple, extendable, easy to understand Glow implementation in PyTorch

jem

Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"

local-lipschitz

mie_scattering

Collection of codes to calculate scattering from spheres using the Mie solution

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

ortho_conv

Implementations of orthogonal and semi-orthogonal convolutions in the Fourier domain with applications to adversarial robustness

personal-website

Code that'll help you kickstart a personal website that showcases your work as a software developer.

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

robustness

Corruption and Perturbation Robustness (ICLR 2019)

rule-guided-music

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

ultrasound-tagging

Simulate ultrasound modulation of light in scattering media.

virtual-adversarial-training

Pytorch implementation of Virtual Adversarial Training

wassersteingan

yjhuangcd.github.io

A beautiful Jekyll theme for academics