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scikit-learn

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Also known as scikits.learn, sklearn, scikit

Software-Bibliothek zum maschinellen Lernen für die Programmiersprache Python

Key facts

Software.name
scikit-learn
Software.logo
Scikit learn logo small.svg
Software.author
David Cournapeau
Software.developer
Google Summer of Code project
Software.programming language
Python, Cython, C and C++
Software.operating system
Linux, macOS, Windows
Software.genre
Library for machine learning
Software.license
New BSD License

via Wikipedia infobox

Source code

scikit-learn is a Python module for machine learning built on top of SciPy and is distributed under the 3-Clause BSD license. The project was started in 2007 by David Cournapeau as a Google Summer of Code project, and since then many volunteers have contributed. See the About us page for a list of core contributors. We welcome new contributors of all experience levels. The scikit-learn community goals are to be helpful, welcoming, and effective. The Development Guide has detailed information about contributing code, documentation, tests, and more. We've included some basic information in this README. Random number generation can be controlled during testing by setting the SKLEARN SEED environment variable. The project was started in 2007 by David Cournapeau as a Google Summer of Code project, and since then many volunteers have contributed. See the About us page for a list of core contributors.

Excerpt from the source-code README · 7,519 chars · not written by Vinony

Article · Deutsch

Scikit-learn (ehemals scikits.learn) ist eine freie Software-Bibliothek zum maschinellen Lernen für die Programmiersprache Python. Es bietet verschiedene Klassifikations-, Regressions- und Clustering-Algorithmen, darunter Support-Vektor-Maschinen, Random Forest, (wie XGBoost), k-means und DBSCAN. Sie basiert als SciKit (Kurzform für SciPy Toolkit), wie beispielsweise auch Scikit-image, auf den numerischen und wissenschaftlichen Python-Bibliotheken NumPy und SciPy. Diese Library wird in mehreren 2017 erschienenen deutschsprachigen Lehrbüchern benutzt.

Abstract from DBpedia / Wikipedia · CC BY-SA