MADlib Roadmap

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cwelton edited this page Jul 11, 2012 · 8 revisions

MADlib Development timeline

MADlib is currently on a quarterly release cadence with monthly development sprints.

MADlib v0.5

June 14th: Call for features
- Multinomial Logistic Regression ([MADLIB-575|http://jira.madlib.net/browse/MADLIB-575])
- Cox Proportional Hazard Models ([MADLIB-576|http://jira.madlib.net/browse/MADLIB-576])
- Marginal effects for ols, logistic, and multivariate logistic
- Development of general convex optimization architecture, including support for:
  - Neural Networks ([MADLIB-424|http://jira.madlib.net/browse/MADLIB-424])
  - LASSO & Ridge Regression ([MADLIB-418|http://jira.madlib.net/browse/MADLIB-418])
  - Performance and scalability for SVM ([MADLIB-xxx|http://jira.madlib.net/browse/MADLIB-xxx])
  - Conditional Random Fields ([MADLIB-xxx|http://jira.madlib.net/browse/MADLIB-xxx])
  - Kalman Filters ([MADLIB-423|http://jira.madlib.net/browse/MADLIB-423])
- Performance and scalability improvements
  - K-means ([MADLIB-411|http://jira.madlib.net/browse/MADLIB-522],[MADLIB-454|http://jira.madlib.net/browse/MADLIB-454])
  - Decision Trees and Random Forest ([MADLIB-445|http://jira.madlib.net/browse/MADLIB-445],[MADLIB-483|http://jira.madlib.net/browse/MADLIB-483],[MADLIB-496|http://jira.madlib.net/browse/MADLIB-496])
  - Association Rules ([MADLIB-580|http://jira.madlib.net/browse/MADLIB-580])
- Miscellaneous Usability features
  - Improved reporting of output for Association Rules ([MADLIB-411|http://jira.madlib.net/browse/MADLIB-411])
  - More consistent user API across modules ([MADLIB-411|http://jira.madlib.net/browse/MADLIB-411])
- Improvements to testing framework
July 26th: Design Specifications finalized for new content
Aug 2nd: Status Checkpoint, push content that does not look on track for dev complete to next release.
Aug 20th: Dev Complete
Sep 27th: Testing certification complete
Oct 4th: Estimated Ship date MADlib v0.5

MADlib v1.0

TBD