DownloadLibRec 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
Categories
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MIT LicenseFollow LibRec
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