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wq882003's Projects

collabfilt icon collabfilt

Collaborative filter implementation in Python inspired by RecommenderLab R package

dbscan icon dbscan

Implementation of DBSCAN Algorithm in Python.

doubanbook30000 icon doubanbook30000

Python:豆瓣图书巨大只爬虫.30000本书已抓,抓取豆瓣图书便签分类页,根据分类标签抓取标签下图书列表,根据图书列表抓取图书详情介绍,包括星数,评分,书籍简介,书籍目录,书籍评论等,保存在Excel和数据库中,抓取时间2个星期,可以根据数据进行分析,描绘书籍等级,分布情况等,代码层次分明,可观摩学习.正在制作网站,请移步仓库doubanbookweb

mlhadoop icon mlhadoop

This repository contains Machine-Learning MapReduce codes for Hadoop which are written from scratch (without using any package or library). E.g. Prediction (Linear and Logistic Regression), Clustering (K-Means), Classification (KNN) etc.

movie_recommender_java icon movie_recommender_java

This is a movie recommender system using item based collaborative filtering algorithm. The language is Java.

mrnb icon mrnb

Naive Bayes on MapReduce

nabatc icon nabatc

Naive Bayes Text Classification

order_spider icon order_spider

抓取购物网站(京东、淘宝、亚马逊)的个人订单页面的物品列表以及物品详情

sparkrecommender icon sparkrecommender

Spark Streaming and MLlib machine learning algorithms for recommendation

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