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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

Official implementation for Neural networks with recurrent generative feedback (NeurIPS 2020).

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

Official implementation for FI-ODE: Certified and Robust Forward Invariance in Neural ODEs.

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

Official implementation for Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds (NeurIPS, 2021).

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

Official code for Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion (ICML 2024, Oral).

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

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