LibRec

LibRec is a Java library for recommender systems (Java version 1.7 or higher required). It implements a suit of state-of-the-art recommendation algorithms, aiming to resolve two classic recommendation tasks: rating prediction and item ranking.

Features

More than 70 recommendation algorithms have been implemented, and more will be done
Six main components including data split, data conversion, similarity, algorithms, evaluators and filters
More efficient implementations than other counterparts while producing comparable accuracy
Low coupling, flexible and either external textual or internal API configuration
Can get executed in a few lines of codes, and a number of demos are provided for easy start
A set of recommendation interfaces for easy expansion to implement new recommenders

Project Samples

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License

MIT License

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Additional Project Details

Programming Language

Java

Related Categories

Java Libraries

Registered

2023-08-03

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