dathath

bash-timeout3

timeout3 - execute a command with a timeout

convex_adversarial

DeepToxic

top 1% solution to toxic comment classification challenge on Kaggle.

detecting-adversarial-samples

Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al. 2017)

ERP_Saarang

ERP for Saarang

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

F1-10-Test-Bed

gr1c

a collection of tools for GR(1) synthesis and related activities

IJCAI_2017_SD

Contains code and benchmarks linked with IJCAI paper

Learning

lid_adversarial_subspace_detection

Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

newGitTest

nn-transfer

Convert trained PyTorch models to Keras, and the other way around

PLNN-verification

All code for the Piecewise Linear Neural Networks verification: A comparative study paper

pycolab

A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

pytorch-cifar

95.16% on CIFAR10 with PyTorch

slugs

SmalL bUt Complete GROne Synthesizer

sonnet

TensorFlow-based neural network library

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

tulip-control

Temporal Logic Planning toolbox

unrestricted-adversarial-examples

Contest Proposal and infrastructure for the Unrestricted Adversarial Examples Challenge

vision

Datasets, Transforms and Models specific to Computer Vision