this site is deprecated

mlpack development has moved to Github:  https://github.com/mlpack/mlpack.git

Tickets open on this site will still be monitored, but the information on this site is now out of date.

mlpack (machine learning pack) is an open-source, intuitive, fast, and scalable C++ machine learning library, meant to be a machine learning analog to LAPACK. It aims to implement a wide array of machine learning methods and function as a "swiss army knife" for machine learning researchers.

This Trac install is meant to manage bug reports, feature requests, mlpack documentation, and other general development-related tasks. The links at the top of the page should provide a good place to start; TracGuide contains basic built-in Trac documentation.

To check out current sources from subversion anonymously (having trouble? see KnownSVNIssues):

$ svn co http://svn.cc.gatech.edu/fastlab/mlpack/trunk/ mlpack-trunk/

mlpack depends on the following libraries:

•  LAPACK
•  BLAS
•  Armadillo >= 3.6.0
•  LibXml2 >= 2.6.0
•  Boost >= 1.49 - program_options, math_c99, unit_test_framework, random, heap

All of these should be available in your distribution's package manager.

developers

• UsingCMake -- Tutorial for using/modifying our CMake configuration.
• MLPACKOnWindows -- Tutorial for compiling MLPACK on Windows.
• NewStyleGuidelines -- Coding style guidelines followed in mlpack code.
•  The Future Of mlpack -- mlpack design goals document (from 2009).
•  Armadillo -- Project website for Armadillo; includes documentation.
•  Jenkins -- mlpack build server.
• CompetingLibraries -- Information about competing libraries.

the fastlab

• WeekPapers -- The list of papers to be presented at each week's meeting.
• DeveloperTransitionGuide -- Transition tutorial from old FASTLIB to new MLPACK.
•  The FASTLab -- Homepage of the FASTLab.
•  FASTLab Team -- People in the FASTLab.
• ReservedHostnames -- Hostnames that are in use.

general reference

• TracGuide -- Built-in documentation.
•  The Trac project -- Trac open-source project homepage.
•  Trac FAQ -- Frequently Asked Questions.
• TracSupport -- Trac support.
• TitleIndex -- Complete list of local wiki pages.

misc. reference

• ReleasePreparationGuide -- List of tasks to be done when releasing MLPACK.
• JenkinsSlaveConfiguration -- How to set up a slave for the build server.
• SummerOfCodeIdeas -- List of ideas for Google Summer of Code 2014.
• JenkinsUsers -- Notes on Jenkins user configuration.
• AutomaticBenchmark -- Notes regarding the automatic benchmark system.