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HenryZhao's Projects

ac-gan icon ac-gan

Tensorflow implementation of Auxiliary Classifier GAN (AC-GAN)

ac-gan-1 icon ac-gan-1

A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

asynchronous-methods-for-deep-reinforcement-learning icon asynchronous-methods-for-deep-reinforcement-learning

Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain in here: http://arxiv.org/pdf/1602.01783v1.pdf I used the one-step-Q-learning pseudocode, and now we can train the Pong game in less than 20 hours and without any GPU or network distribution.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bertviz icon bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

caser_pytorch icon caser_pytorch

A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)

cdae icon cdae

Collaborative Denoising Auto-Encoder (CDAE)

cesium icon cesium

Machine Learning Time-Series Platform

cnn_graph icon cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

cofactor icon cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

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