3 projects tagged "recommender systems"

Download No website Updated 23 Nov 2013 RecDB

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Pop 63.47
Vit 1.43

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.

No download Website Updated 30 Dec 2012 MyMediaLite

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Pop 80.87
Vit 7.83

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.

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samhain

A file integrity daemon with support for centralized monitoring.

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Character Recognition

A simple OCR application for Android.