openml 0.15.1

Python API for OpenML

Stars: 330, Watchers: 330, Forks: 215, Open Issues: 230

The openml/openml-python repo was created 11 years ago and the last code push was an hour ago.
The project is popular with 330 github stars!

How to Install openml

You can install openml using pip

pip install openml

or add it to a project with poetry

poetry add openml

Package Details

Author

Jan van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren , Frank Hutter

License

BSD 3-Clause License

    Copyright (c) 2014-2019, Matthias Feurer, Jan van Rijn, Andreas Müller, 
    Joaquin Vanschoren and others.
    All rights reserved.
    
    Redistribution and use in source and binary forms, with or without
    modification, are permitted provided that the following conditions are met:
    
    * Redistributions of source code must retain the above copyright notice, this
      list of conditions and the following disclaimer.
    
    * Redistributions in binary form must reproduce the above copyright notice,
      this list of conditions and the following disclaimer in the documentation
      and/or other materials provided with the distribution.
    
    * Neither the name of the copyright holder nor the names of its
      contributors may be used to endorse or promote products derived from
      this software without specific prior written permission.
    
    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
    AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
    IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
    DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
    FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
    DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
    SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
    CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
    OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
    OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
    
    License of the files CONTRIBUTING.md, ISSUE_TEMPLATE.md and 
    PULL_REQUEST_TEMPLATE.md:
    
    Those files are modifications of the respecting templates in scikit-learn and
    they are licensed under a New BSD license:
    
    New BSD License
    
    Copyright (c) 2007–2018 The scikit-learn developers.
    All rights reserved.
    
    
    Redistribution and use in source and binary forms, with or without
    modification, are permitted provided that the following conditions are met:
    
      a. Redistributions of source code must retain the above copyright notice,
         this list of conditions and the following disclaimer.
      b. Redistributions in binary form must reproduce the above copyright
         notice, this list of conditions and the following disclaimer in the
         documentation and/or other materials provided with the distribution.
      c. Neither the name of the Scikit-learn Developers  nor the names of
         its contributors may be used to endorse or promote products
         derived from this software without specific prior written
         permission. 
    
    
    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
    AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
    IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
    ARE DISCLAIMED. IN NO EVENT SHALL THE REGENTS OR CONTRIBUTORS BE LIABLE FOR
    ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
    DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
    SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
    CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
    LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
    OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
    DAMAGE.
    </dd>

Homepage

None

PyPi:

https://pypi.org/project/openml/

GitHub Repo:

https://github.com/openml/openml-python

Classifiers

• Scientific/Engineering
• Software Development

Related Packages

Errors

A list of common openml errors.

Code Examples

Here are some openml code examples and snippets.

GitHub Issues

The openml package has 230 open issues on GitHub

• [BUG] Test Failures caused because of pandas 3
• [BUG] Test failures
• [BUG] Error: No extension registered which can handle flow when using 'get_flow()' with reinstantiate=True
• [ENH] V1 → V2 API Migration - setups
• [ENH] V1 → V2 API Migration - runs
• [ENH] V1 → V2 API Migration - evaluations
• [ENH] V1 → V2 API Migration - estimation procedures
• [ENH] V1 → V2 API Migration - tasks
• [BUG] Correct path to cache for cleanup of task download failure
• [ENH] V1 → V2 API Migration - setups
• [ENH] V1 -> V2 Migration : Runs
• [MNT] Intermediate test plan
• [ENH] move utils module to folder
• [ENH] V1 → V2 API Migration - Tasks
• [ENH] V1 → V2 API Migration - studies

See more issues on GitHub