Git Product home page Git Product logo

recommendation's Introduction

推荐系统实例

前言

本项目代码是在看项亮的《推荐系统实践》时的练习代码，16年上传的第一版代码结构比较随意，为了对得起这几十个star，特地重构一遍。

目录

  • 基于协同过滤(UserCF)的模型
  • 基于隐语义(LFM)的模型
  • 基于图(PersonalRank)的模型

快速开始

请自行下载数据(http://grouplens.org/datasets/movielens/1m)，解压到data/目录中

  • 数据预处理

    python manage.py preprocess

  • 模型运行

    python manage.py [cf/lfm/prank]

其他 & 博客

博客：https://blog.csdn.net/sinat_33741547/article/category/6442592

历史版本

2018.07.01
  • 重构user_cf, lfm代码
2018.07.02
  • 重构personal_rank代码

recommendation's People

Contributors

lpty avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.