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Xiaolei's Projects

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers. https://developer.ibm.com/code/open/projects/adversarial-robustness-toolbox/

alphago icon alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

awesome-slam icon awesome-slam

A curated list of awesome SLAM tutorials, projects and communities.

bamnet icon bamnet

Code & data accompanying the NAACL2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

book icon book

to watch the progress only

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

crnn icon crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

ctpn icon ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deepspeech icon deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

hanlp icon hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁

improved-gan icon improved-gan

code for the paper "Improved Techniques for Training GANs"

keras-dcgan icon keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

matlab-hmm icon matlab-hmm

Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM. (matlab)

mtn icon mtn

Code for the paper Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems (ACL19)

netron icon netron

Visualizer for neural network, deep learning and machine learning models

oh-my-zsh icon oh-my-zsh

A delightful community-driven (with 1,200+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

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