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Breeze is a library for numerical processing, machine learning, and natural language processing. Its primary focus is on being generic, clean, and powerful without sacrificing (much) efficiency. Breeze is the merger of the ScalaNLP and Scalala projects, because one of the original maintainers is unable to continue development. The Scalala parts …

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README.md

Breeze Build Status

Breeze is a library for numerical processing. It aims to be generic, clean, and powerful without sacrificing (much) efficiency.

The current version is 0.11-SNAPSHOT. The latest release is 0.11-M0.

Documentation

Note:

Breeze used to have more components. Their new homes are described below:

  • breeze-learn (machine learning) is now in Nak.
  • breeze-process (natural language processing) has become Epic.

There is also the scala-breeze google group for general questions and discussion.

Using Breeze

Building it yourself.

This project can be built with sbt 0.13

SBT

For SBT, Add these lines to your SBT project definition:

  • For SBT versions 0.13.x or later
libraryDependencies  ++= Seq(
            // other dependencies here
            "org.scalanlp" %% "breeze" % "0.10",
            // native libraries are not included by default. add this if you want them (as of 0.7)
            // native libraries greatly improve performance, but increase jar sizes.
            "org.scalanlp" %% "breeze-natives" % "0.10"
)

resolvers ++= Seq(
            // other resolvers here
            // if you want to use snapshot builds (currently 0.11-SNAPSHOT), use this.
            "Sonatype Snapshots" at "https://oss.sonatype.org/content/repositories/snapshots/",
            "Sonatype Releases" at "https://oss.sonatype.org/content/repositories/releases/"
)

// or 2.11.2
scalaVersion := "2.10.3"

For more details on the optional breeze-natives module, please watch Sam Halliday's talk at Scala eXchange 2014 High Performance Linear Algebra in Scala (follow along with high-res slides).

Maven

Maven looks like this:

<dependency>
  <groupId>org.scalanlp</groupId>
    <artifactId>breeze_2.10</artifactId> <!-- or 2.11 -->
    <version>0.10</version>
</dependency>

Other build tools

http://mvnrepository.com/artifact/org.scalanlp/breeze_2.10/0.10 (as an example) is a great resource for finding other configuration examples for other build tools.

See documentation (linked above!) for more information on using Breeze.

History

Breeze is the merger of the ScalaNLP and Scalala projects, because one of the original maintainers is unable to continue development. The Scalala parts are largely rewritten.

(c) David Hall, 2009 -

Portions (c) Daniel Ramage, 2009 - 2011

Contributions from:

  • Jason Zaugg (@retronym)
  • Alexander Lehmann (@afwlehmann)
  • Jonathan Merritt (@lancelet)
  • Keith Stevens (@fozziethebeat)
  • Jason Baldridge (@jasonbaldridge)
  • Timothy Hunter (@tjhunter)
  • Dave DeCaprio (@DaveDeCaprio)
  • Daniel Duckworth (@duckworthd)
  • Eric Christiansen (@emchristiansen)
  • Marc Millstone (@splittingfield)
  • Mérő László (@laci37)
  • Alexey Noskov (@alno)
  • Devon Bryant (@devonbryant)
  • Kentaroh Takagaki (@ktakagaki)
  • Sam Halliday (@fommil)
  • Chris Stucchio (@stucchio)
  • Xiangrui Meng (@mengxr)
  • Gabriel Schubiner (@gabeos)

And others (contact David Hall if you've contributed code and aren't listed).

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