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Paketbeschreibung


Paketnamepython-mvpa
Beschreibungmultivariate pattern analysis with Python
Archiv/RepositoryOffizielles Debian Archiv squeeze (main)
Version0.4.5~dev23-2
Sektionpython
Prioritätoptional
Installierte Größe4148 Byte
Hängt ab vonpython (>= 2.5), python-support (>= 0.90.0), python2.6, python-numpy, python-mvpa-lib (>= 0.4.5~dev2
Empfohlene Paketepython-nifti, python-psyco, python-mdp, python-scipy, shogun-python-modular, python-pywt, python-mat
PaketbetreuerNeuroDebian Team
Quellepymvpa
Paketgröße2165668 Byte
Prüfsumme MD5a763f5d8f490941c3355675cf74f3c92
Prüfsumme SHA1018bf9ba04c4dd670875f07b84bfac31f7527fef
Prüfsumme SHA2564f8e3ae5c5a1ab35658734b4343e36ac36674c6bf3d2f730ad225b94a75b9f29
Link zum Herunterladenpython-mvpa_0.4.5~dev23-2_all.deb
Ausführliche BeschreibungPython 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.

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