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wen-fei
122 Stars 45 Forks 7 Commits 0 Opened issues

Description

my graduated programmer work, a Postgraduate entrance examination school intelligent recommendation system, based on simple machine algorithms, and achieve a number of simple machine learning algorithms

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# 198,714
Java
Python
Machine...
scrapy
7 commits

基于简单机器算法的考研择校智能推荐系统

使用的技术:

Web端

SSM框架+Maven+Mysql+Tomcat,实现了基本的论坛功能,包括发表帖子、查看帖子、浏览收藏点赞评论、登录注册等(页面模仿的考研帮)

算法

使用Python语言编写,在Java中使用JPython通过cmd调用Python脚本即可

实现算法包括但不局限于:

  • 基于用户的协同过滤算法、基于物品的协同过滤算法

  • PageRank算法、基于内容的排序算法(单词频度、单词距离、单词位置)

  • 简单的单层神经网络用于对搜索结果进行排序优化

  • 基于逻辑回归的简单图形验证码识别

  • 决策树算法对用户进行分类

爬虫

爬虫爬取的数据为王道考研论坛的帖子数据,近作为分析使用,不可用作商业用途,使用Python语言编写

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