python-mlpy_2.2.0~dfsg1-3build3_all.deb


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Description

python-mlpy - high-performance Python package for predictive modeling

Property Value
Distribution Ubuntu 17.10 (Artful Aardvark)
Repository Ubuntu Universe i386
Package name python-mlpy
Package version 2.2.0~dfsg1
Package release 3build3
Package architecture all
Package type deb
Installed size 280 B
Download size 45.74 KB
Official Mirror archive.ubuntu.com
mlpy provides high level procedures that support, with few lines of
code, the design of rich Data Analysis Protocols (DAPs) for
preprocessing, clustering, predictive classification and feature
selection. Methods are available for feature weighting and ranking,
data resampling, error evaluation and experiment landscaping.
mlpy includes: SVM (Support Vector Machine), KNN (K Nearest
Neighbor), FDA, SRDA, PDA, DLDA (Fisher, Spectral Regression,
Penalized, Diagonal Linear Discriminant Analysis) for classification
and feature weighting, I-RELIEF, DWT and FSSun for feature weighting,
RFE (Recursive Feature Elimination) and RFS (Recursive Forward
Selection) for feature ranking, DWT, UWT, CWT (Discrete, Undecimated,
Continuous Wavelet Transform), KNN imputing, DTW (Dynamic Time
Warping), Hierarchical Clustering, k-medoids, Resampling Methods,
Metric Functions, Canberra indicators.

Alternatives

Package Version Architecture Repository
python-mlpy_2.2.0~dfsg1-3build3_all.deb 2.2.0~dfsg1 all Ubuntu Universe
python-mlpy - - -

Requires

Name Value
python -
python-mlpy-lib >= 2.2.0~dfsg1-3build3
python-numpy -
python:any << 2.8
python:any >= 2.7.5-5~

Provides

Name Value
python2.7-mlpy -

Download

Type URL
Binary Package python-mlpy_2.2.0~dfsg1-3build3_all.deb
Source Package mlpy

Install Howto

  1. Update the package index:
    # sudo apt-get update
  2. Install python-mlpy deb package:
    # sudo apt-get install python-mlpy

Files

Path
/usr/bin/borda
/usr/bin/canberra
/usr/bin/canberraq
/usr/bin/dlda-landscape
/usr/bin/fda-landscape
/usr/bin/irelief-sigma
/usr/bin/knn-landscape
/usr/bin/pda-landscape
/usr/bin/srda-landscape
/usr/bin/svm-landscape
/usr/lib/python2.7/dist-packages/MLPY-2.2.0.egg-info
/usr/lib/python2.7/dist-packages/mlpy/__init__.py
/usr/lib/python2.7/dist-packages/mlpy/_bmetrics.py
/usr/lib/python2.7/dist-packages/mlpy/_borda.py
/usr/lib/python2.7/dist-packages/mlpy/_canberra.py
/usr/lib/python2.7/dist-packages/mlpy/_ci.py
/usr/lib/python2.7/dist-packages/mlpy/_cwt.py
/usr/lib/python2.7/dist-packages/mlpy/_data.py
/usr/lib/python2.7/dist-packages/mlpy/_dlda.py
/usr/lib/python2.7/dist-packages/mlpy/_dtw.py
/usr/lib/python2.7/dist-packages/mlpy/_dwt.py
/usr/lib/python2.7/dist-packages/mlpy/_dwtfs.py
/usr/lib/python2.7/dist-packages/mlpy/_extend.py
/usr/lib/python2.7/dist-packages/mlpy/_fda.py
/usr/lib/python2.7/dist-packages/mlpy/_fssun.py
/usr/lib/python2.7/dist-packages/mlpy/_hcluster.py
/usr/lib/python2.7/dist-packages/mlpy/_imputing.py
/usr/lib/python2.7/dist-packages/mlpy/_irelief.py
/usr/lib/python2.7/dist-packages/mlpy/_kernel.py
/usr/lib/python2.7/dist-packages/mlpy/_kmeans.py
/usr/lib/python2.7/dist-packages/mlpy/_kmedoids.py
/usr/lib/python2.7/dist-packages/mlpy/_knn.py
/usr/lib/python2.7/dist-packages/mlpy/_lars.py
/usr/lib/python2.7/dist-packages/mlpy/_pda.py
/usr/lib/python2.7/dist-packages/mlpy/_ranking.py
/usr/lib/python2.7/dist-packages/mlpy/_resampling.py
/usr/lib/python2.7/dist-packages/mlpy/_ridgeregression.py
/usr/lib/python2.7/dist-packages/mlpy/_spectralreg.py
/usr/lib/python2.7/dist-packages/mlpy/_srda.py
/usr/lib/python2.7/dist-packages/mlpy/_svm.py
/usr/lib/python2.7/dist-packages/mlpy/_uwt.py
/usr/lib/python2.7/dist-packages/mlpy/version.py
/usr/share/doc/python-mlpy/README
/usr/share/doc/python-mlpy/changelog.Debian.gz
/usr/share/doc/python-mlpy/copyright
/usr/share/man/man1/borda.1.gz
/usr/share/man/man1/canberra.1.gz
/usr/share/man/man1/canberraq.1.gz
/usr/share/man/man1/dlda-landscape.1.gz
/usr/share/man/man1/fda-landscape.1.gz
/usr/share/man/man1/irelief-sigma.1.gz
/usr/share/man/man1/knn-landscape.1.gz
/usr/share/man/man1/pda-landscape.1.gz
/usr/share/man/man1/srda-landscape.1.gz
/usr/share/man/man1/svm-landscape.1.gz

Changelog

2017-08-06 - Matthias Klose <doko@ubuntu.com>
mlpy (2.2.0~dfsg1-3build3) artful; urgency=medium
* No-change rebuild for libgsl soname change.
2015-12-08 - Michael Terry <mterry@ubuntu.com>
mlpy (2.2.0~dfsg1-3build2) xenial; urgency=medium
* Rebuild against new gsl SONAME change.
2015-11-10 - Iain Lane <iain@orangesquash.org.uk>
mlpy (2.2.0~dfsg1-3build1) xenial; urgency=medium
* Rebuild against new gsl. Update references to libgsl0-dev to libgsl-
dev.
2015-08-29 - Michael Hanke <mih@debian.org>
mlpy (2.2.0~dfsg1-3) unstable; urgency=medium
* Maintenance upload. Thanks to Matthias Klose for the previous NMU.
* Update maintainer email.
* Make 3.0 (quilt) format package.
* Clean-up debian/control with the help of CME.
* No longer compress objects.inv (Closes: #608761). Thanks to Michael
Fladischer for the report.
* Discontinue to use of python-support in favor of dh-python
(Closes: #786264). Thanks to dktrkranz for the report.
* Run dh_numpy to add correct dependency on NumPy ABI.
* Drop embedded underscore.js in favor of a dependency on libjs-underscore.
2013-05-20 - Matthias Klose <doko@debian.org>
mlpy (2.2.0~dfsg1-2.1) unstable; urgency=low
* Non maintainer upload.
* No-change upload to drop python-mlpy dependency on python2.6.
2010-07-19 - Yaroslav Halchenko <debian@onerussian.com>
mlpy (2.2.0~dfsg1-2) unstable; urgency=low
* Build-Depend on python-numpy providing numpy-ext (Closes: #589588).
Thanks Jakub Wilk for keeping us in a good shape ;)
2010-07-13 - Yaroslav Halchenko <debian@onerussian.com>
mlpy (2.2.0~dfsg1-1) unstable; urgency=low
* New upstream release
* Moved under NeuroDebian Team umbrella
* Boosted policy compliance to 3.9.0 -- no changes are due
* Dumped python-progressbar from *Depends since of no use
2010-02-09 - Yaroslav Halchenko <debian@onerussian.com>
mlpy (2.1.0~dfsg1-3) unstable; urgency=low
* Adjusted long description for -doc package (Closes: #562902).
* Boosted policy compliance to 3.8.4 -- no changes are due.
* minor reformatting of debian/copyright.
2009-12-11 - Yaroslav Halchenko <debian@onerussian.com>
mlpy (2.1.0~dfsg1-2) unstable; urgency=low
* BF: we have now not only linux in debian -- relax
path assumptions on where to look for installed version during build
(closes: #560760).
2009-09-04 - Yaroslav Halchenko <debian@onerussian.com>
mlpy (2.1.0~dfsg1-1) unstable; urgency=low
* Initial packaging/upload to Debian (closes: #559006):
- mlpy/progressbar.py removed since provided within python-progressbar

See Also

Package Description
python-mlt_6.4.1-5ubuntu2_i386.deb multimedia framework (Python bindings)
python-mmkeys_1.6.2.1-6_i386.deb Multimedia key support as a PyGTK object
python-mmllib_0.3.0.post1-1_all.deb library for handling Music Macro Language (Python 2)
python-mne_0.13.1+dfsg-3_all.deb Python modules for MEG and EEG data analysis
python-mnemonic_0.15-1_all.deb Implementation of Bitcoin BIP-0039
python-mock-services-doc_0.2-0ubuntu3_all.deb <insert up to 60 chars description> (common documentation)
python-mock-services_0.2-0ubuntu3_all.deb Provides an easy way of mocking API Services (Python 2)
python-mocker_1.0-2_all.deb Mocker object mocking framework
python-mockito_0.5.2-4_all.deb spying (testing) framework - Python 2.x
python-mockldap-doc_0.2.8-1_all.deb simple mock implementation of python-ldap (Documentation)
python-mockldap_0.2.8-1_all.deb simple mock implementation of python-ldap (Python2 version)
python-mockupdb_1.1.0-1_all.deb MongoDB Wire Protocol server library - Python 2.x
python-mod-pywebsocket_0.8-1_all.deb WebSocket extension for Apache HTTP Server
python-mode_6.2.3-1_all.deb Python mode for GNU Emacs and XEmacs
python-model-mommy_1.3.2-1_all.deb smart object creation facility for Django
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