Paketti: python-mvpa2 (2.6.4-2)
Links for python-mvpa2
Trisquel-palvelut:
Imuroi lähdekoodipaketti pymvpa2:
Ylläpitäjä:
Original Maintainers:
- NeuroDebian team
- Michael Hanke
- Yaroslav Halchenko
External Resources:
- Kotisivu [www.pymvpa.org]
Samankaltaisia paketteja:
multivariate pattern analysis with Python v. 2
PyMVPA eases pattern classification analyses of large datasets, with an accent on neuroimaging. 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.
This is a package of PyMVPA v.2. Previously released stable version is provided by the python-mvpa package.
Muut pakettiin python-mvpa2 liittyvät paketit
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- dep: python
- interactive high-level object-oriented language (default version)
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- dep: python-mvpa2-lib (>= 2.6.4-2)
- low-level implementations and bindings for PyMVPA v. 2
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- dep: python-numpy
- Numerical Python adds a fast array facility to the Python language
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- rec: liblapack-dev
- Library of linear algebra routines 3 - static version
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- rec: python-duecredit
- Publications (and donations) tracer - Python 2.X
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- rec: python-h5py
- general-purpose Python interface to hdf5 (Python 2)
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- rec: python-joblib
- tools to provide lightweight pipelining in Python
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- rec: python-lxml
- pythonic binding for the libxml2 and libxslt libraries
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- rec: python-matplotlib
- Python based plotting system in a style similar to Matlab
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- rec: python-mdp
- Modular toolkit for Data Processing
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- rec: python-mock
- Mocking and Testing Library
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- rec: python-nibabel
- Python bindings to various neuroimaging data formats
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- rec: python-nipy
- Analysis of structural and functional neuroimaging data
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- rec: python-pprocess
- Paketti ei saatavilla
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- rec: python-psutil
- module providing convenience functions for managing processes
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- rec: python-psyco
- Paketti ei saatavilla
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- rec: python-pywt
- Python extension implementing of wavelet transformations
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- rec: python-reportlab
- ReportLab library to create PDF documents using Python
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- rec: python-scipy
- scientific tools for Python
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- rec: python-shogun
- Large Scale Machine Learning Toolbox
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- rec: python-sklearn
- Python modules for machine learning and data mining
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- rec: python-statsmodels
- Python module for the estimation of statistical models
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- sug: fsl
- Paketti ei saatavilla
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- sug: fslview
- Paketti ei saatavilla
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- sug: python-mvpa2-doc
- documentation and examples for PyMVPA v. 2
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- sug: python-nose
- test discovery and running of Python's unittest
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- sug: python-openopt
- Python module for numerical optimization
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- sug: python-rpy2
- Python 2 interface to the GNU R language and environment (version 2.8)
Imuroi python-mvpa2
Arkkitehtuuri | Paketin koko | Koko asennettuna | Tiedostot |
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all | 4,957.0 kt | 8573 kt | [tiedostoluettelo] |