开源软件名称(OpenSource Name):scikit-learn/scikit-learn开源软件地址(OpenSource Url):https://github.com/scikit-learn/scikit-learn开源编程语言(OpenSource Language):Python 92.0%开源软件介绍(OpenSource Introduction):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. It is currently maintained by a team of volunteers. Website: https://scikit-learn.org InstallationDependenciesscikit-learn requires:
Scikit-learn 0.20 was the last version to support Python 2.7 and Python 3.4. scikit-learn 1.0 and later require Python 3.7 or newer. scikit-learn 1.1 and later require Python 3.8 or newer. Scikit-learn plotting capabilities (i.e., functions start with User installationIf you already have a working installation of numpy and scipy,
the easiest way to install scikit-learn is using pip install -U scikit-learn or conda install -c conda-forge scikit-learn The documentation includes more detailed installation instructions. ChangelogSee the changelog for a history of notable changes to scikit-learn. DevelopmentWe 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. Important links
Source codeYou can check the latest sources with the command: git clone https://github.com/scikit-learn/scikit-learn.git ContributingTo learn more about making a contribution to scikit-learn, please see our Contributing guide. TestingAfter installation, you can launch the test suite from outside the source
directory (you will need to have pytest sklearn See the web page https://scikit-learn.org/dev/developers/contributing.html#testing-and-improving-test-coverage for more information.
Random number generation can be controlled during testing by setting
the
Submitting a Pull RequestBefore opening a Pull Request, have a look at the full Contributing page to make sure your code complies with our guidelines: https://scikit-learn.org/stable/developers/index.html Project HistoryThe 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. The project is currently maintained by a team of volunteers. Note: scikit-learn was previously referred to as scikits.learn. Help and SupportDocumentation
Communication
CitationIf you use scikit-learn in a scientific publication, we would appreciate citations: https://scikit-learn.org/stable/about.html#citing-scikit-learn |
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