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Introduction

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golinear is a package for training and using linear classifiers in the Go programming language (golang).

Installation

To use this package, you need the liblinear library. On Mac OS X, you can install this library with Homebrew:

brew install liblinear

Ubuntu and Debian provide packages for liblinear. However, at the time of writing (July 2, 2014), these were serverly outdated. This package requires version 1.9 or later.

This latest API-stable version (v1) can be installed with the go command:

go get gopkg.in/danieldk/golinear.v1

or included in your source code:

import "gopkg.in/danieldk/golinear.v1"

The package documentation is available at: http://godoc.org/gopkg.in/danieldk/golinear.v1

Plans

  1. Port classification to Go.
  2. Port training to Go.

We will take a pragmatic approach to porting code to Go: if the performance penalty is minor, ported code will flow to the main branch. Otherwise, we will keep it around until the performance is good enough.

Examples

Examples for using golinear can be found at:

https://github.com/danieldk/golinear-examples

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liblinear bindings for Go

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  • Go 81.1%
  • C 18.9%