PyMVPA

PyMVPA is a Python package intended to ease statistical learning analyses of large datasets. It offers an extensible framework with a high-level interface to a broad range of algorithms for classification, regression, feature selection, data import and export. While it is not limited to the neuroimaging domain, it is eminently suited for such datasets. PyMVPA is truly free software (in every respect) and additionally requires nothing but free-software to run.

Specifications

Category:Algorithm or Reusable Library, Modeling, Frequency Domain, Independent Component Analysis, Multivariate Analysis, Principal Component Analysis, Linear, Nonlinear, Temporal Transformation, Workflow
License:MIT/X Consortium License
Development Status:4 - Beta
Domain:EEG/MEG/ECoG, MR, PET/SPECT
Environment:Console (Text Based), X11 Applications
Intended Audience:Developers, End Users
Natural Language:English
Operating System:OS Independent
Programming Language:C, Python
Supported Data Format:ANALYZE, NIfTI-1, Other Format

Associations

is part of:NeuroDebian
is from the makers of:NeuroDebian
PyNIfTI
studyforrest
works well with:FSL
NIfTI
NIPY File IO
PyNIfTI
Spatially Constrained Parcellation
studyforrest

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PyMVPA: A Python toolbox for multivariate pattern analysis of fMRI data. posted by Yaroslav Halchenko on May 6, 2010