https://github.com/datumbox/dpmm-clustering

Java implementation of Dirichlet Process Mixture Model.
https://github.com/datumbox/dpmm-clustering

Last synced: about 1 year ago
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Java implementation of Dirichlet Process Mixture Model.

• Host: GitHub
• URL: https://github.com/datumbox/dpmm-clustering
• Owner: datumbox
• License: gpl-3.0
• Created: 2014-07-06T16:42:09.000Z (about 12 years ago)
• Default Branch: master
• Last Pushed: 2014-07-07T09:36:48.000Z (about 12 years ago)
• Last Synced: 2023-08-03T13:10:55.563Z (almost 3 years ago)
• Language: Java
• Homepage: http://www.datumbox.com/
• Size: 1.56 MB
• Stars: 17
• Watchers: 6
• Forks: 18
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
DPMM-Clustering

===============

Java implementation of Dirichlet Process Mixture Model. The project contains two clustering algorithms: the Dirichlet Multivariate Normal Mixture Model and the Dirichlet-Multinomial Mixture Model.

For more information concerning the Machine Learning model check out:

http://blog.datumbox.com/clustering-with-dirichlet-process-mixture-model-in-java/

http://blog.datumbox.com/overview-of-cluster-analysis-and-dirichlet-process-mixture-models/

http://blog.datumbox.com/finite-mixture-model-based-on-dirichlet-distribution/

http://blog.datumbox.com/the-dirichlet-process-the-chinese-restaurant-process-and-other-representations/

http://blog.datumbox.com/the-dirichlet-process-mixture-model/

http://blog.datumbox.com/clustering-documents-and-gaussian-data-with-dirichlet-process-mixture-models/

Useful Links

============

Datumbox: https://www.datumbox.com/

Machine Learning Blog: https://blog.datumbox.com/