MyMediaLite 1.03


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License:
GPL
Category:
Development
Publisher:
University-of-Hildesheim
Size:
872 KB
Last Updated:
2013-10-14
Operating System:
Mac OS X
Price:
FREE
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Publisher's description - MyMediaLite 1.03
 
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MyMediaLite is a lightweight, open source and multi-purpose library of recommender system algorithms.

MyMediaLite 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).

Here are some key features of "MyMediaLite":

MyMediaLite gives you a choice of many recommendation methods:
· dozens of different recommenders
· methods can use collaborative and attribute/content data

MyMediaLite is ready to use:
· MyMediaLite includes evaluation routines for rating prediction and item prediction; it can measure MAE, RMSE, AUC, prec@N, MAP, and NDCG.
· It also comes with command line tools for both tasks that read a simple text-based input format.

· MyMediaLite is compact: The core library has a size of around 100KB.

· Portability: Written in C#, for the .NET platform; runs on every architecture supported by Mono: Mac OS X, Linux, Windows.

· Freedom: MyMediaLite is free software/open source software. It can be used, modified, and distributed under the terms of the GNU General Public License (GPL).

Additional features:
· Serialization: save and reload recommender models
· Real-time incremental updates for many recommenders
· Attribute-based diversification of recommendation lists


 

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