jonasrauber

eagerpy

PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code

linear-region-attack

A powerful white-box adversarial attack that exploits knowledge about the geometry of neural networks to find minimal adversarial perturbations without doing gradient descent

uniformly-sampling-nd-ball

Efficiently sampling vectors from the n-sphere and n-ball

arxiv-bear-app

My personal reference management system for arXiv papers using Bear.app

foolbox-native-tutorial

foolbox-native

Foolbox Native brings native performance to Foolbox

analysis-by-synthesis

Analysis by Synthesis — reimplemented

foolbox-tensorflow-keras-applications

The pretrained TensorFlow Keras models with a Foolbox Zoo compatible interface

attax

Attax: adversarial attacks using JAX

lockfile

lockfile provides a minimalistic and modern implementation of a simple file-based lock mechanism for Python

clipping-aware-rescaling

Calculates eta such that norm(clip(x + eta * delta, a, b) - x) == eps.

norm

Norm is a tiny command-line utility to compute the norm of the difference between two images

cifar10-fast-reimplemented

A simplified reimplementation of the original fast CIFAR10 training code

bearapp-tag2link

Create Links to BearApp Tags

cpython

The Python programming language

crowdai

Fighting for Open Science with Open Data

datajoint-tutorial

Tutorial Documentation https://tutorials.datajoint.io/

example_foolbox_model

foolbox

Python toolbox to create adversarial examples that fool neural networks

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

joss

The Journal of Open Source Software

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

nimpy

Nim - Python bridge

packages

List of packages for Nimble

python_namespace_packages_editable_bug

robustness_workshop

scikit-umfpack

The umfpack scikit provides wrapper of UMFPACK sparse direct solver to SciPy.

swift

The Swift Programming Language

tensorflow

Computation using data flow graphs for scalable machine learning

thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries