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Colson Yang's Projects

adversarial-learning icon adversarial-learning

Python implementations of a few adversarial learning algorithms: DeepFool - whitebox attack, Localsearch - blackbox attack, Random resize and padding (RRP) - blackbox defence.

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-starcraft icon gym-starcraft

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

mac-dev-setup icon mac-dev-setup

A beginner's guide to setting up a development environment on Mac OS X

pytorch-a3c icon pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

rllab icon rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

sonnet icon sonnet

TensorFlow-based neural network library

stadv-pytorch icon stadv-pytorch

This Repository contains the PyTorch Implementation of the Spatially Transformed Adversarial Attack (ICLR'18).

stadv-torch icon stadv-torch

PyTorch implementation of Spatially Transformed Adversarial Examples

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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