dev-python / milk

Machine learning toolkit in Python

Official package sites : http://luispedro.org/software/milk ·

Milk is a machine learning toolkit in Python. Its focus is on supervised classification with several classifiers available: SVMs (based on libsvm), k-NN, random forests, decision trees. It also performs feature selection. These classifiers can be combined in many ways to form different classification systems. For unsupervised learning, milk supports k-means clustering and affinity propagation. Milk is flexible about its inputs. It optimised for numpy arrays, but can often handle anything (for example, for SVMs, you can use any dataype and any kernel and it does the right thing). There is a strong emphasis on speed and low memory usage. Therefore, most of the performance sensitive code is in C++. This is behind Python-based interfaces for convenience.

v0.6.1 :: 0 :: gentoo

Modified
License
MIT
Keywords
~amd64 ~amd64-linux ~x86 ~x86-linux
USE flags
test

v0.5.3 :: 0 :: gentoo

Modified
License
MIT
Keywords
~amd64 ~amd64-linux ~x86 ~x86-linux
USE flags
test

v0.5.1 :: 0 :: gentoo

Modified
License
MIT
Keywords
~amd64 ~amd64-linux ~x86 ~x86-linux
USE flags
test

General

test
Enable dependencies and/or preparations necessary to run tests (usually controlled by FEATURES=test but can be toggled independently)

python_targets

python2_7
Build with Python 2.7

dev-cpp / eigen : C++ template library for linear algebra

dev-lang / python : An interpreted, interactive, object-oriented programming language

dev-lang / python-exec : Python script wrapper

dev-python / milksets : Datasets in a common Pythonic interface to use with milk

dev-python / setuptools : Collection of extensions to Distutils

sci-libs / scipy : Scientific algorithms library for Python

dev-lang / python : An interpreted, interactive, object-oriented programming language

dev-lang / python-exec : Python script wrapper

dev-python / numpy : Fast array and numerical python library

Robin H. Johnson · gentoo
Drop $Id$ per council decision in bug #611234.
Signed-off-by: Robin H. Johnson <robbat2@gentoo.org>
Robin H. Johnson · gentoo
proj/gentoo: Initial commit
This commit represents a new era for Gentoo: Storing the gentoo-x86 tree in Git, as converted from CVS. This commit is the start of the NEW history. Any historical data is intended to be grafted onto this point. Creation process: 1. Take final CVS checkout snapshot 2. Remove ALL ChangeLog* files 3. Transform all Manifests to thin 4. Remove empty Manifests 5. Convert all stale $Header$/$Id$ CVS keywords to non-expanded Git $Id$ 5.1. Do not touch files with -kb/-ko keyword flags. Signed-off-by: Robin H. Johnson <robbat2@gentoo.org> X-Thanks: Alec Warner <antarus@gentoo.org> - did the GSoC 2006 migration tests X-Thanks: Robin H. Johnson <robbat2@gentoo.org> - infra guy, herding this project X-Thanks: Nguyen Thai Ngoc Duy <pclouds@gentoo.org> - Former Gentoo developer, wrote Git features for the migration X-Thanks: Brian Harring <ferringb@gentoo.org> - wrote much python to improve cvs2svn X-Thanks: Rich Freeman <rich0@gentoo.org> - validation scripts X-Thanks: Patrick Lauer <patrick@gentoo.org> - Gentoo dev, running new 2014 work in migration X-Thanks: Michał Górny <mgorny@gentoo.org> - scripts, QA, nagging X-Thanks: All of other Gentoo developers - many ideas and lots of paint on the bikeshed