Libraries used in MyMediaLite
- [% INCLUDE link link='libsvmdotnet' %]
- [% INCLUDE link link='mathdotnetnumerics' %]
The MyMedia Project
- [% INCLUDE link link='mymedia' %]
- The [% INCLUDE link link='mymediaframework' %] is a framework for Multimedia recommendations (non-commercial use only).
- The MyMedia project was part of the [% INCLUDE link link='ucmedia' %].
Free/Open Source Recommender System Software
Frameworks:
- [% INCLUDE link link='mahout' %] (Java)
- [% INCLUDE link link='graphlabcf' %] (C++)
- [% INCLUDE link link='lenskit' %] (Java)
- [% INCLUDE link link='waffles' %] (C++)
- [% INCLUDE link link='easyrec' %]
- [% INCLUDE link link='reclab' %] – test recommender system models on synthetic and live data
- [% INCLUDE link link='crab' %] (Python)
- [% INCLUDE link link='recommenderlab' %] (R)
- [% INCLUDE link link='duine' %] (inactive)
- [% INCLUDE link link='multilens' %] (inactive)
- [% INCLUDE link link='tastedotnet' %] (inactive)
Implementations of single methods:
- [% INCLUDE link link='likelike' %] – LSH (locality sensitive hashing) on Hadoop
- [% INCLUDE link link='cofirank' %] – Maximum Margin Matrix Factorization for Collaborative Ranking
- [% INCLUDE link link='featuremf' %] – Feature-based matrix factorization (for rating prediction)
- [% INCLUDE link link='jellyfish' %] – Large-scale parallel matrix factorization (for rating prediction)
- [% INCLUDE link link='wooflix' %] – SVD++ implementation in Python
- [% INCLUDE link link='PyRSVD' %] – Regularized SVD solver in C/Python
- [% INCLUDE link link='openslopeone' %] – SlopeOne with PHP and MySQL
Specialized systems with recommendation functionality:
- [% INCLUDE link link='apprecommender' %] – software packages
- [% INCLUDE link link='cwis' %] – knowledge management
- [% INCLUDE link link='filmaster' %] – movie community
Free/Open Source Machine Learning Software
- [% INCLUDE link link='mloss' %]: directory of free/open source machine learning software
- [% INCLUDE link link='libsvm' %]
- [% INCLUDE link link='liblinear' %]
- [% INCLUDE link link='vw' %]
- [% INCLUDE link link='graphlab' %]
- [% INCLUDE link link='weka' %]
- [% INCLUDE link link='r' %]
Recommender Systems in General
- [% INCLUDE link link='recsyswiki' %]: wiki about recommender systems
- [% INCLUDE link link='recsysconf' %]: series of conferences on recommender systems
Development Tools
- [% INCLUDE link link='mono' %] (free and portable .NET implementation)
- [% INCLUDE link link='monodevelop' %] (IDE)
- [% INCLUDE link link='nunit' %] unit testing framework
- [% INCLUDE link link='tt' %] (used to create this website)
- [% INCLUDE link link='gitorious' %] (version control hosting)
- [% INCLUDE link link='github' %] (version control hosting)
- [% INCLUDE link link='strawberryperl' %] (Perl for Windows boxes)