invinciblejha/breeze

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 are largely rewritten.

Breeze

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

The current version is 0.5-SNAPSHOT. The latest release is 0.4.

Using Breeze in your projects

Breeze consists of three parts:

• breeze-math contains high-performance linear algebra and numerics.
• breeze-viz contains plotting and visualization routines.
• breeze-core contains some basic data structures and configuration.

Note: after the recent reorganization, breeze-learn (machine learning) is now in Nak and breeze-process (natural language processing) has become Chalk.

Build

This project can be built with sbt 0.12.3

SBT

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

• For SBT versions 0.10.x or later

libraryDependencies  ++= Seq(
            // other dependencies here
            // pick and choose:
            "org.scalanlp" % "breeze-math_2.10" % "0.4-SNAPSHOT",
            "org.scalanlp" % "breeze-viz_2.10" % "0.4-SNAPSHOT"
)

resolvers ++= Seq(
            // other resolvers here
            // if you want to use snapshot builds (currently 0.4-SNAPSHOT), use this.
            "Sonatype Snapshots" at "https://oss.sonatype.org/content/repositories/snapshots/",
            "Sonatype Releases" at "https://oss.sonatype.org/content/repositories/releases/"
)

// Scala 2.9.2 is still supported for 0.2.1, but is dropped afterwards.
scalaVersion := "2.10.2"

Maven

Maven looks like this:

<dependency>
  <groupId>org.scalanlp</groupId>
	<artifactId>breeze-math_2.10</artifactId>
	<version>0.4-SNAPSHOT</version>
</dependency>

Other build tools

http://mvnrepository.com/artifact/org.scalanlp/breeze-math_2.10/0.4 (as an example) is a great resource for finding other configuration examples for other build tools.

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

Documentation

• https://github.com/scalanlp/breeze/wiki/Quickstart
• https://github.com/scalanlp/breeze/wiki/Breeze-Linear-Algebra
• https://github.com/scalanlp/breeze/wiki/UserGuide
• Scaladoc

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)

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