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yyhthu's Projects

amc icon amc

Code for KDD 2014 paper "Mining Topics in Documents: Standing on the Shoulders of Big Data"

anti-anti-spider icon anti-anti-spider

越来越多的网站具有反爬虫特性,有的用图片隐藏关键数据,有的使用反人类的验证码,建立反反爬虫的代码仓库,通过与不同特性的网站做斗争(无恶意)提高技术。(欢迎提交难以采集的网站)

ants-go icon ants-go

open source, distributed, restful crawler engine in golang

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.

atari icon atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

cxxnet icon cxxnet

fast, concise, distributed deep learning framework

dhtfck icon dhtfck

Bittorrent DHT research tools and libs

dirbot icon dirbot

Scrapy project to scrape public web directories (educational)

distribute_crawler icon distribute_crawler

使用scrapy,redis, mongodb,graphite实现的一个分布式网络爬虫,底层存储mongodb集群,分布式使用redis实现,爬虫状态显示使用graphite实现

distributecrawler icon distributecrawler

基于Map/Reduce爬虫,可抽取各大新闻网站的新闻正文并进行分类和聚类

distributedcrawler icon distributedcrawler

华南理工大学高英实验室进行的分布式爬虫项目,除了实验室内部人员外,不得私自传播.

dkrl icon dkrl

Representation Learning of Knowledge Graphs with Entity Descriptions

dqn_tensorflow icon dqn_tensorflow

Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'

gklda icon gklda

Code for the CIKM 2013 paper "Discovering Coherent Topics Using General Knowledge"

gnowsys-studio icon gnowsys-studio

gnowledge studio is a python django project for collaboratively creating and publishing knowledge (semantic) networks as blogging graphs.

graphify icon graphify

Graphify is a Neo4j unmanaged extension used for document and text classification using graph-based hierarchical pattern recognition.

house-renting icon house-renting

Possibly the best practice of Scrapy and renting a house (可能是 Scrapy 和租房的最佳实践)

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