LensKit is an open source toolkit for building, researching, and studying recommender systems, providing an API for common recommender use cases, implementations of widely-used algorithms, and tools for evaluating recommender performance.
Apache PredictionIO is an open source machine learning server. It enables developers and data engineers to build smarter web and mobile applications through a simple set of APIs. Admin UI is provided for developers to select and tune algorithms.
Some benefits of using Apache PredictionIO:
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... [More] create predictive features quickly with built-in algorithms.
- build your own ML algorithms on top of a state-of-the-art infrastructure.
- find the best algorithm for your application.
- handle big data well - PredictionIO is very scalable.
- serve real-time prediction queries through robust APIs and SDKs. [Less]
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