RSS 3 projects tagged "recommender systems"

No download Website Updated 30 Dec 2012 MyMediaLite

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Pop 80.06
Vit 8.01

MyMediaLite is a lightweight, multi-purpose library of recommender system algorithms. It addresses the two most common scenarios in collaborative filtering: rating prediction (e.g. on a scale of 1 to 5 stars), and item prediction from implicit feedback (e.g. from clicks or purchase actions). It contains dozens of recommender engines, including state-of-the-art matrix factorization methods. It also supports real-time updates to the recommender engines, storing engines to disk and reloading them again, and several evaluation measures to compare the accuracy of different recommender system methods. Three command-line programs that offer most of the functionality contained in the library are included.

Download Website Updated 31 Jan 2011 MythMiner

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Pop 37.55
Vit 1.00

MythMiner is a recommendation system for the MythTV PVR system. It uses current data mining/text mining methods of the RapidMiner data mining environment. The user receives a daily list of recommended programs based on previous recordings.

Download No website Updated 23 Nov 2013 RecDB

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Pop 69.57
Vit 1.44

RecDB is a recommendation engine built entirely inside PostgreSQL 9.2. It allows application developers to build recommendation applications using a wide variety of built-in recommendation algorithms such as user-user collaborative filtering, item-item collaborative filtering, and singular value decomposition. Applications powered by RecDB can produce online and flexible personalized recommendations to end-users. It is easily used and configured and allows novice developers to define a variety of recommenders that fits their application's needs in few lines of SQL. It can seamlessly integrate recommendation functionality with traditional database operations.

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juntaDados

A GNU/Linux multimedia distribution that is targeted at audio, video, and graphics producers.

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checkit

A file integrity tool.