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https://issues.apache.org/jira/browse/STATISTICS-8?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16809592#comment-16809592
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Ben Nguyen commented on STATISTICS-8:
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Hello,
I have just submitted my draft proposal named "New Regression Library
Architecture Implementation using Stream-based Java Statistical Processing"
I thank you for any feedback you can give me in advance.
-Ben
> Implementation of regression libraries within common-statistics framework
> -------------------------------------------------------------------------
>
> Key: STATISTICS-8
> URL: https://issues.apache.org/jira/browse/STATISTICS-8
> Project: Apache Commons Statistics
> Issue Type: Task
> Reporter: Eric Barnhill
> Priority: Major
>
> Apache commons is one of the most widely used resources by Java programmers
> around the world. Data related applications are soaring and Java is one of
> the most commonly used languages for data engineering. Consequently the
> commons-statistics library, currently under development, is likely to find a
> widespread audience.
> For this project we aim to implement regression methods, arguably the most
> widely used techniques in statistics and machine learning, within the Apache
> commons framework, in particular within the new commons-statistics library.
> The assignee will:
> * Use core functionality from the regression sub-libraries of the deprecated
> commons-math 4 framework as a starting point
> * Create a new, standalone commons component for regression statistics,
> focusing first on linear and logistic regression
> * Make architectural and design decisions in the commons philosophy, that
> is, lightweight standalone components easy to understand and use by a wide
> range of Java developers (i.e. not a large, omnibus mathematical library with
> many degrees of abstraction)
> * Draw inspiration from widely used libraries in scikit-learn and R to
> design an up-to-date statistics package
> * Design unit testing and documentation for these libraries
> Particularly challenging design decisions include how to incorporate core
> matrix libraries with a minimum of dependencies and redundancies.
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