zenogantner/MML-KDD
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This repository contains an old version of MyMediaLite. It is just kept as an archive. For a more recent version of MyMediaLite (with more features and less bugs), go to https://github.com/zenogantner/MyMediaLite and http://mymedialite.net ------------------------------------------------------------------------------- MyMediaLite - a recommender system algorithm library Features -------- - Choice: - Dozens of different recommendation methods, - methods can use collaborative, attribute/content, and relational data, - support for incremental training for most models. - Ready to use: - Includes evaluation routines for rating and item prediction; quality measures MAE, RMSE, AUC, MAP, prec@N, NDCG; and - command line tools that read a simple text-based input format. - Compactness: Core library is about 100 KB "big". - Portability: Written in C#, for the .NET platform; runs on every architecture where Mono works: Linux, Windows, Mac OS X. - Freedom: Free/Open Source software, distributed under the terms of the GNU General Public License (GPL). Remark ------ MyMediaLite is under development, its API and architecture may change over time. Major API and structure changes will be denoted by a major version number jump, i.e. from 1.x to 2.0. Documentation ------------- See doc/ and the website for more documentation. Website ------- http://mymedialite.net Acknowledgments --------------- If you use MyMediaLite for your research, it would be nice to acknowledge it in your papers. Please inform us about if you have publication that uses this software, so we can list it on MyMediaLite's website. Thanks go to the following people, who provided valuable feedback about MyMediaLite: Thorsten Angermann, Suhrid Balakrishnan, Alejandro Bellogin, Christian Brauch, Fu Changhong, Andreas Hoffmann, Artus Krohn-Grimberghe, Christina Lichtenthäler, Damir Logar, Chris Newell, Thai-Nghe Nguyen, Yongfeng Wang This work was funded by the European Commission FP7 project MyMedia (Dynamic Personalization of Multimedia, http://www.mymediaproject.org/) under the grant agreement no. 215006. Copyright & Licensing --------------------- Copyright (C) 2011 Zeno Gantner Copyright (C) 2010 Zeno Gantner, Steffen Rendle, Christoph Freudenthaler MyMediaLite is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. MyMediaLite is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with MyMediaLite. If not, see <http://www.gnu.org/licenses/>. ---- This package currently contains Mono.Options, the Math.NET library and a C# port of LIBSVM. The original packages can be found here: http://www.mathdotnet.com/ http://www.csie.ntu.edu.tw/~cjlin/libsvm/ http://www.matthewajohnson.org/software/svm.html See doc/ComponentLicenses for more information about their licensing terms.
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MyMediaLite branch for KDD Cup; still to be merged.
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