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python-mvpa: multivariate pattern analysis with Python

Distribution Debian unstable
Abteilung python
Quelle pymvpa
Version 0.4.4-1
Maintainer Experimental Psychology Maintainers <pkg-exppsy-maintainers@lists.alioth.debian.org>
Beschreibung 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.
Abhängig vonpython (>= 2.5), python-mvpa-lib (>= 0.4.4-1), python-numpy, python-support (>= 0.90.0), python2.6
Recommendspython-matplotlib, python-mdp, python-nifti, python-psyco, python-pywt, python-reportlab, python-scipy, shogun-python-modular
Vorgeschlagenfsl, fslview, python-lxml, python-mvpa-doc, python-nose, python-openopt, python-rpy
Providespython2.5-mvpa, python2.6-mvpa
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