项目作者: wongchiksum

项目描述 :
Python Recommendation System
高级语言: Python
项目地址: git://github.com/wongchiksum/recommendation_system.git
创建时间: 2019-02-20T08:35:41Z
项目社区:https://github.com/wongchiksum/recommendation_system

开源协议:

下载


Installation

  1. $ pip install numpy
  2. $ pip install pandas
  3. $ pip install scikit-surprise

Run Recommendation System

  1. $ cd <project path>
  2. $ python main.py

Leave Recommendation System

  1. Ctrl + C

Put the user preference file and recommendation request file to input folder

User preference file:

  • Filename: UPyyyymmddhhmmss.csv
  • yyyymmddhhmmss is the timestamp of the request
  • The file contains three columns in a row separated by commas, (userID, itemID, score [1.0-5.0])

Recommendation request file:

  • Filename: RRyyyymmddhhmmss.csv
  • yyyymmddhhmmss is the timestamp of the request
  • The file contains one row with one column (userID)

Screen Shot



screenshot