Stand-alone mode to handle large data open source tool libFM, svdfeature, Mahout, MyMediaLite,

Stand-alone mode to handle large data open source tool

 

1.  LibFM

Project Home: http://www.libfm.org/

 

2. svdfeature

Project Home: http://apex.sjtu.edu.cn/apex_wiki/svdfeature

Introduction on recsyschina: http://www.resyschina.com/2011/09/%E6%8E%A8%E8%8D%90%E7%B3%BB%E7%BB%9F%E5%BC%80% E6% BA% 90% E5% B7% A5% E5% 85% B7-% E2% 80% 93-svdfeature.html

 

3. Mahout

Project Home: http://mahout.apache.org/

 

4. MyMediaLite

Project Home: http://www.ismll.uni-hildesheim.de/mymedialite/

 

4. GraphLab 和 GraphChi

GraphLab project home page: http://graphlab.org/ 

GraphChi project home page: http://graphlab.org/graphchi/

Download GraphChi of: https://code.google.com/p/graphchi/downloads/detail?name=graphchi_src_v0.1.2_toolkits.tar.gz

GraphChi description: http://www.technologyreview.com/news/428497/your-laptop-can-now-analyze-big-data/?nlid=nldly&nld=2012-07-17

CF for GraphChi: http://bickson.blogspot.com/2012/08/collaborative-filtering-with-graphchi.html

1.  LibFM

Project Home: http://www.libfm.org/

 

2. svdfeature

Project Home: http://apex.sjtu.edu.cn/apex_wiki/svdfeature

Introduction on recsyschina: http://www.resyschina.com/2011/09/%E6%8E%A8%E8%8D%90%E7%B3%BB%E7%BB%9F%E5%BC%80% E6% BA% 90% E5% B7% A5% E5% 85% B7-% E2% 80% 93-svdfeature.html

 

3. Mahout

Project Home: http://mahout.apache.org/

 

4. MyMediaLite

Project Home: http://www.ismll.uni-hildesheim.de/mymedialite/

 

4. GraphLab 和 GraphChi

GraphLab project home page: http://graphlab.org/ 

GraphChi project home page: http://graphlab.org/graphchi/

Download GraphChi of: https://code.google.com/p/graphchi/downloads/detail?name=graphchi_src_v0.1.2_toolkits.tar.gz

GraphChi description: http://www.technologyreview.com/news/428497/your-laptop-can-now-analyze-big-data/?nlid=nldly&nld=2012-07-17

CF for GraphChi: http://bickson.blogspot.com/2012/08/collaborative-filtering-with-graphchi.html