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Package: python-mvpa (0.2.2-1)

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, 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: Software Development: Python Development, Libraries, 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

Other Packages Related to python-mvpa

  • depends
  • recommends
  • suggests
  • dep: libc6 (>= 2.7-1) [not alpha, ia64]
    GNU C Library: Shared libraries
    also a virtual package provided by libc6-udeb
  • dep: libc6.1 (>= 2.7-1) [alpha, ia64]
    GNU C Library: Shared libraries
    also a virtual package provided by libc6.1-udeb
  • dep: libgcc1 (>= 1:4.1.1) [not arm, armel, hppa]
    GCC support library
    dep: libgcc1 (>= 1:4.3) [arm, armel]
  • dep: libgcc4 (>= 4.1.1) [hppa]
    GCC support library
  • dep: libstdc++6 (>= 4.1.1) [not armel]
    The GNU Standard C++ Library v3
    dep: libstdc++6 (>= 4.3) [armel]
  • dep: libsvm2
    The LIBSVM shared library
  • dep: libunwind7 (>= 0.98.5-6) [ia64]
    A library to determine the call-chain of a program - runtime
  • dep: python (<< 2.6)
    An interactive high-level object-oriented language (default version)
    dep: python (>= 2.4)
  • dep: python-numpy
    Numerical Python adds a fast array facility to the Python language
  • dep: python-support (>= 0.7.1)
    automated rebuilding support for Python modules
  • sug: fsl
    analysis tools for FMRI, MRI and DTI brain imaging
  • sug: fslview
    viewer for (f)MRI and DTI data
  • sug: python-matplotlib
    Python based plotting system in a style similar to Matlab

Download python-mvpa

Download for all available architectures
Architecture Package Size Installed Size Files
alpha 196.2 kB1068 kB [list of files]
amd64 195.2 kB1060 kB [list of files]
arm 188.0 kB794 kB [list of files]
armel 195.2 kB1040 kB [list of files]
hppa 204.8 kB1072 kB [list of files]
i386 192.7 kB1032 kB [list of files]
ia64 210.8 kB1184 kB [list of files]
mips 191.9 kB1080 kB [list of files]
mipsel 191.1 kB1080 kB [list of files]
powerpc 204.8 kB1092 kB [list of files]
s390 193.5 kB1056 kB [list of files]
sparc 193.8 kB1048 kB [list of files]