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https://issues.apache.org/jira/browse/STATISTICS-7?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Eric Barnhill updated STATISTICS-7:
-----------------------------------
Description:
The new component aims to be a library of commons statistics functions
synchronized with the latest developments in the Java language, in particular
Java's functional programming syntax.
The library will make commonly used statistical functions available to an end
user through a simple grammar comparable to commons-math-statistics or
scikit-learn, while under the hood will implement Java's mapping, streaming,
and other producer and consumer functions to ensure the statistical methods run
optimally in new Java implementations.
Developers working on the project will have the opportunity to demonstrate Java
programming, functional programming, algorithm design, and data science skills
and receive authorship on a commons project that is likely to be widely used.
The ideal contributor will also be able to help with important architectural
decision making. The old source of these libraries, commons-math, grew too
large, hierarchically complex and interdependent for the commons mission. The
developers on this project need to make architectural choices that will enable
the statiscal code to be lightweight and reusable, with a minimum of outside
dependencies while avoiding redundancy.
was:
The new component aims to be a library of commons statistics functions
synchronized with the latest developments in the Java language, in particular
Java's functional programming syntax.
The library will make commonly used statistical functions available to an end
user through a simple grammar comparable to commons-math-statistics or
scikit-learn, while under the hood will implement Java's mapping, streaming,
and other producer and consumer functions to ensure the statistical methods run
optimally in new Java implementations.
Developers working on the project will have the opportunity to demonstrate Java
programming, functional programming, algorithm design, and data science skills
and receive authorship on a commons project that is likely to be widely used.
> Stream-based Java statistical processing
> ----------------------------------------
>
> Key: STATISTICS-7
> URL: https://issues.apache.org/jira/browse/STATISTICS-7
> Project: Apache Commons Statistics
> Issue Type: New Feature
> Reporter: Eric Barnhill
> Priority: Major
> Labels: GSoC2019, gsoc2019, statistics, streams
>
> The new component aims to be a library of commons statistics functions
> synchronized with the latest developments in the Java language, in particular
> Java's functional programming syntax.
> The library will make commonly used statistical functions available to an end
> user through a simple grammar comparable to commons-math-statistics or
> scikit-learn, while under the hood will implement Java's mapping, streaming,
> and other producer and consumer functions to ensure the statistical methods
> run optimally in new Java implementations.
> Developers working on the project will have the opportunity to demonstrate
> Java programming, functional programming, algorithm design, and data science
> skills and receive authorship on a commons project that is likely to be
> widely used.
> The ideal contributor will also be able to help with important architectural
> decision making. The old source of these libraries, commons-math, grew too
> large, hierarchically complex and interdependent for the commons mission. The
> developers on this project need to make architectural choices that will
> enable the statiscal code to be lightweight and reusable, with a minimum of
> outside dependencies while avoiding redundancy.
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