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advertorch

A Toolbox for Adversarial Robustness Research

agile_grasp2

A ROS package to detect grasp poses in point clouds.

analysisbysynthesis

Adversarially Robust Neural Network on MNIST.

arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

awesome-adversarial-examples-dl

A curated list of awesome resources for adversarial examples in deep learning

awesome-pytorch-list

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

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

clever

CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is a robustness metric for deep neural networks

cloud-developer

content for Udacity's cloud developer nanodegree

cloud_dev_image_filter

code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

course-gitbook

Full Stack Deep Learning Online Course

ddp

Differential Dynamic Programming Solver

deeplearningbook

MIT Deep Learning Book in PDF format

deepul

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

diffai

A system for training neural networks to be provably robust

dl4nlp

Deep Learning for NLP resources

dotfiles

drake

A planning, control, and analysis toolbox for nonlinear dynamical systems. Please see the WIKI for documentation.

draw_convnet

ee227c.github.io

EE227C (Spring 2018) Course page

eval_dr_by_wsd

Evaluating quality of dimensionality reduction map with Wasserstein distances

examples

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

fab-attack

Code for FAB-attack

faiss

A library for efficient similarity search and clustering of dense vectors.

filterpy

Kalman filtering and optimal estimation library in Python. Kalman filter, Extended Kalman filter, Unscented Kalman filter, g-h, least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

foolbox

Python toolbox to create adversarial examples that fool neural networks