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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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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.

The current version is 0.4-SNAPSHOT. The library currently consists of several parts:

  • breeze-math: Linear algebra and numerics routines
  • breeze-process: Libraries for managing datasets and job pipelines.
  • breeze-learn: Machine Learning and Optimization.
  • breeze-viz: Vizualization and plotting

Possible future releases:

  • breeze-fst: Finite state toolkit

Build

This project can be built with sbt 0.11.2

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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
  • Alexander Lehmann
  • Jonathan Merritt
  • Keith Stevens
  • Jason Baldridge
  • Timothy Hunter
  • Dave DeCaprio
  • Daniel Duckworth
  • Eric Christiansen
  • Marc Millstone
  • Mérő László
  • Alexey Noskov
  • Devon Bryant

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

About

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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