python-mvpa – multivariate pattern analysis with Python¶

Python module to ease pattern classification analyses of large datasets. It provides high-level abstraction of typical processing steps (e.g. data preparation, classification, feature selection, generalization testing), a number of implementations of some popular algorithms (e.g. kNN, GNB, Ridge Regressions, Sparse Multinomial Logistic Regression), and bindings to external machine learning libraries (libsvm, shogun).

While it is not limited to neuroimaging data (e.g. fMRI, or EEG) it is eminently suited for such datasets.

Homepage: http://www.pymvpa.org

Citable reference:: Michael Hanke, Yaroslav O. Halchenko, Per B. Sederberg, Emanuele Olivetti, Ingo Fründ, Jochem W. Rieger, Christoph S. Herrmann, James V. Haxby, Stephen José Hanson, Stefan Pollmann (2009). PyMVPA: a unifying approach to the analysis of neuroscientific data. Frontiers in Neuroinformatics, 3:3. (DOI)

Package Details¶

Debian Pure Blends Status¶

Associated blends:

Reported installations [1]¶

Debian: 58 (more info)
Ubuntu: 165

[1]	Due to the nature of this data, the reported number can only be considered a conservative estimate of the lower bound of the true number of installations.

Binary packages¶

NeuroDebian¶

The repository contains binary packages for the following distribution releases and system architectures. The corresponding source packages are available too.

Note

Do not download this package manually if you plan to use it regularly. Instead configure your package manager to use this repository by following the instructions on the front page.

Debian GNU/Linux 4.0 (etch) [main]:: 0.4.1-1~etch.apsy1 [all]
Debian GNU/Linux 5.0 (lenny) [main]:: 0.4.4-1~lenny.nd1 [all]
Debian testing (squeeze) [main]:: 0.4.4-1~squeeze.nd1 [all]
Debian unstable (sid) [main]:: 0.4.3-1~sid.nd1 [all]
Ubuntu 7.10 “Gutsy Gibbon” (gutsy) [main]:: 0.3.1-1~gutsy.apsy1 [i386, amd64]
Ubuntu 8.04 LTS “Hardy Heron” (hardy) [main]:: 0.4.3-1~hardy.nd1 [all]
Ubuntu 8.10 “Intrepid Ibex” (intrepid) [main]:: 0.4.3-1~intrepid.nd1 [all]
Ubuntu 9.04 “Jaunty Jackalope” (jaunty) [main]:: 0.4.4-1~jaunty.nd1 [all]
Ubuntu 9.10 “Karmic Koala” (karmic) [main]:: 0.4.4-1~karmic.nd1 [all]

Debian¶

Debian testing (squeeze) [main]:: 0.4.3-2 [all]
Debian unstable (sid) [main]:: 0.4.4-1 [all]

Ubuntu¶

Ubuntu 8.10 “Intrepid Ibex” (intrepid) [universe]:: 0.2.0-1 [amd64, i386]
Ubuntu 9.04 “Jaunty Jackalope” (jaunty) [universe]:: 0.4.0-1build1 [amd64, i386]
Ubuntu 9.10 “Karmic Koala” (karmic) [universe]:: 0.4.2-1 [all]
Ubuntu upcoming release “Lucid Lynx” (lucid) [universe]:: 0.4.3-2 [all]

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