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Table of Contents
LibRec
LibRec is an advanced Java open source library of recommender systems with around 90 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.
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
- Data Model
- Convertor
- Splitter
- Appender
- Recommender
- Similarity
- Algorithms
- Development
- Evaluator
- Filter