wielandbrendel

bag-of-local-features-models

Pretrained bag-of-local-features neural networks

adaptive_attacks_paper

Code for "On Adaptive Attacks to Adversarial Example Defenses"

brendel_bethge_attack

Notes on using the Brendel & Bethge attack with Foolbox and Cleverhans

computational_physics_2020

Short hands-on introduction to ML for physicists

dPCA

An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)

ImageNet-Adversarial-Training

Feature Denoising for Improving Adversarial Robustness

rvb_cleverhans_wrapper

Wrapper around robust vision benchmark interface to apply cleverhans attacks

adversarial-robustness-toolbox

Python library for adversarial attacks and defenses (evasion, poisoning) for neural networks with multiple framework support

DeepExplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability

logit-pairing-foolbox

Foolbox model zoo implementation of a pretrained ResNet-50 v2 with logit pairing

readthedocs.org

The source code that powers readthedocs.org

adversarial-logit-pairing-analysis

Analysis of Adversarial Logit Pairing

cleverfool

An extremely thin wrapper to load Foolbox-native attacks in Cleverhans 4 (beta)

convert_torch_to_pytorch

Convert torch t7 model to pytorch model and source.

curveball-pytorch

An Implementation of "Small steps and giant leaps: Minimal Newton solvers for Deep Learning" In pytorch

fbrecog

An unofficial python wrapper for the Facebook face recognition endpoint

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

foolbox-grid

WIP

foolbox-native

Foolbox Native brings native performance to Foolbox

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

kivy

Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS

larxiver

larxiver is a tiny script to compress latex projects by downscaling images, useful for publishing on arxiv

models

Models built with TensorFlow

nn-patterns

TODO ;)

Physer

Physer is a WIP wrapper for Phaser for RapydScript

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

robustness_workshop

tensorflow-imagenet

Jupyter notebook templates for training or fine-tuning on ImageNet using TensorFlow.

vae_vampprior

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

wideresnet

Tensorflow Implementation of WideResNet