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Librec

LibRec(http://www.librec.net) 是领先的推荐系统Java开源算法工具库,覆盖了70余个各类型推荐算法,有效解决评分预测和物品推荐两大关键的推荐问题。推荐系统是机器学习和大数据技术的经典实际应用,旨在提供高效准确的个性化物品推荐。LibRec 2.0.0版本在模块化、算法实现、灵活易用等多方面有极大的改善,推荐性能也得到进一步提高。

Introduction

  • Overview
  • Features
  • Getting started
    • Clone source code from github
    • Run a recommender in console
    • Run a recommender in IDE
    • What happened
  • Need Help?

CLI walkthrough

  • Usage
  • Running
  • Configuration file

Build-in dataset

Modules

  • DataModel
    • Convertor
    • Splitter
    • Appender
  • Recommender
    • Similarity
    • Algorithms
      • Probabilistic Graphical Recommender
      • Matrix Factorization Recommender
      • Factorization Machine Recommender
      • Social Recommender
      • Tensor Recommender
    • Implement your own algorithm
  • Evaluator
  • Filter

Appendix