Pakket: python-mvpa (0.4.5~dev23-2)

[ Bron: pymvpa  ]

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.

Tags: Softwareontwikkeling: Ontwikkelen in Python, Bibliotheken, Field: Medical Imaging, Implemented in: Python, User Interface: Command Line, Text-based Interactive, Role: Development Library, Program, Scope: Application, Purpose: Analysing, Works with: Image, Raster Image, Supports Format: Plain Text

Andere aan python-mvpa gerelateerde pakketten

• dep: python (>= 2.5)

  interactive high-level object-oriented language (default version)

• dep: python-mvpa-lib (>= 0.4.5~dev23-2)

  low-level implementations and bindings for PyMVPA

• dep: python-numpy

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• dep: python-support (>= 0.90.0)

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• dep: python2.6

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• rec: python-matplotlib

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• rec: python-mdp

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• rec: python-nifti

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• rec: python-psyco

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• rec: python-reportlab

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• rec: python-scipy

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• rec: shogun-python-modular

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• sug: fsl

  Metapackage for the latest version of FSL

• sug: fslview

  viewer for (f)MRI and DTI data

• sug: python-lxml

  pythonic binding for the libxml2 and libxslt libraries

• sug: python-mvpa-doc

  documentation and examples for PyMVPA

• sug: python-nose

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• sug: python-openopt

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• sug: python-rpy

  Python interface to the GNU R language and environment

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Platform	Pakketgrootte	Geïnstalleerde grootte	Bestanden
all	2.114,9 kB	4.148,0 kB	[overzicht]