Apache MADlib (incubating): Big Data Machine Learning in SQL

  • Open source, commercially friendly Apache license
  • For PostgreSQL, Greenplum Database™, and Apache HAWQ (incubating)
  • Powerful machine learning, statistics and analytics for data scientists

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MADlib User Survey Results

In October 2016, we ran a survey asking MADlib users about a wide range of topics pertaining to this open source project, including desired new features. Thank you to all who responded.

You are welcome to view the survey results and make any comments or suggestions on the user mailing list.

 

MADlib 1.9.1 Release (GA)

On Sept. 19, 2016, MADlib completed its third release as an Apache Software Foundation incubator project.

New features include: 1-class SVM for novelty detection, class weights for SVM, prediction metrics, sessionization, pivoting, overlapping patterns in the path function, and support for PostgreSQL 9.5 and 9.6.

You are invited to download the 1.9.1 release and review the release notes.

 

MADlib 1.9 Release (GA)

On April 6, 2016, MADlib completed its second release as an Apache Software Foundation incubator project: general availability of MADlib 1.9.

New features include: path functions, support vector machines including non-linear kernels, matrix operations (phase 2), covariance matrix, proportion of variance for PCA, stemmer function, and support for Apache HAWQ 2.0 (incubating).

You are invited to  download the 1.9 release and review the release notes.

 

MADlib 1.9 alpha Release

On March 11, 2016, MADlib completed its first release as an Apache Software Foundation incubator project.

The purpose of the release was to clear all potential IP issues in the code base and make it legally ready to be adopted by the community. In addition, we want to share the new features that have been developed, in order to give the community a good sense of the upcoming 1.9 release.

You are invited to  download the 1.9 alpha release and review the release notes. This is a source code only release.

The MADlib 1.9 release will be coming out shortly, based closely on the 1.9 alpha with a few "last mile" updates and additions.

 

MADlib Moves to ASF

On Sept. 15, 2015, MADlib became an Apache Software Foundation incubator project.

Together with Apache HAWQ (incubating), the MADlib open source project has transitioned its development and governance models to be in accordance with  ”The Apache Way.”

Apache Software Foundation is a widely recognized place for like-minded developers to collaborate on software in open and productive ways. MADlib community views it as the ideal venue to continue developing MADlib technology in innovative directions.  Please refer to the ASF incubator proposal for more details.

We invite anyone to come collaborate on the codebase.  Both software contributions and non-code contributions (documentation, events, community management, etc.) are valued.

We enthusiastically look forward to working together with all future contributors to MADlib in order to advance the state-of-the-art of scale-out data science tools.  


MADlib is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.


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