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-RC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

• [[Data file format]]
  • Text
  • Arff
• [[FilmTrust]]

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

• [[Algorithm list]]
• [[Configuration list]]