LibRec is an advanced Java open source library of recommender systems with around 70 multiple recommendation algorithms, which can effectively solve the rating and ranking problems. Recommender system is a typical application of Machine Learning and Big Data, which is used to provide personalized recommendations. As an implementation of recommendation algorithms, LibRec improves a lot in modularization, implementation, and availability. In addition, the recommendation performance is further enhanced.
- Overview
- Features
- Getting started
- Clone source code from github
- Run a recommender in console
- Run a recommender in IDE
- What happened
- Need Help?
- Usage
- Running
- Configuration file
- Data File Format
- Text
- Arff
- FilmTrust
- Data Model
- Convertor
- Splitter
- Appender
- Recommender
- Similarity
- Algorithms
- Development
- Evaluator
- Filter