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jMEF A Java Library for Mixture of Exponential Families 1.0
by vincentfpgarcia - November 25, 2009, 17:27:44 CET [
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- Description:
We describe the jMEF library: a Java library allowing one to create and manage mixture of exponential families in statistics. jMEF also allows on to learn a mixture from a given set of observations, to simplify a mixture, to provide a hierarchical representation of a given mixture, or to automatically learn the optimal number of components of the simplified mixture. Because our framework is generic, it is suitable for any mixture of exponential families including, among others, mixtures of Gaussian, Poisson, and multinomial distributions.
- Changes to previous version:
Initial Announcement on mloss.org.
- BibTeX Entry: Download
- Supported Operating Systems: Cygwin, Linux, Macosx, Windows, Macos, Unix, Freebsd
- Data Formats: None
- Tags: Clustering, Bregman Divergence, Exponential Family, Mixture Models
- Archive: download here
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Project details for jMEF A Java Library for Mixture of Exponential Families
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Details
- Version:
- 1.0
- Submitter:
- vincentfpgarcia
- Author(s):
- Vincent Garcia , Frank Nielsen
- Posted:
- 25 November 2009
- Last Updated:
- 25 November 2009
- Open Source License:
- mit
- Programming Language(s):
- java