| Name | openml JSON |
| Version |
0.15.0
JSON |
| download |
| home_page | None |
| Summary | Python API for OpenML |
| upload_time | 2024-10-05 13:23:55 |
| maintainer | None |
| docs_url | None |
| author | Jan van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren , Frank Hutter |
| requires_python | >=3.8 |
| 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. |
| keywords |
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| VCS |
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| bugtrack_url |
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| requirements |
No requirements were recorded.
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| Travis-CI |
No Travis.
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| coveralls test coverage |
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# OpenML-Python
<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
[](#contributors-)
<!-- ALL-CONTRIBUTORS-BADGE:END -->
A python interface for [OpenML](http://openml.org), an online platform for open science collaboration in machine learning.
It can be used to download or upload OpenML data such as datasets and machine learning experiment results.
## General
* [Documentation](https://openml.github.io/openml-python).
* [Contribution guidelines](https://github.com/openml/openml-python/blob/develop/CONTRIBUTING.md).
[](https://opensource.org/licenses/BSD-3-Clause)
## Citing OpenML-Python
If you use OpenML-Python in a scientific publication, we would appreciate a reference to the
following paper:
[Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas Müller, Joaquin Vanschoren, Frank Hutter<br/>
**OpenML-Python: an extensible Python API for OpenML**<br/>
Journal of Machine Learning Research, 22(100):1−5, 2021](https://www.jmlr.org/papers/v22/19-920.html)
Bibtex entry:
```bibtex
@article{JMLR:v22:19-920,
author = {Matthias Feurer and Jan N. van Rijn and Arlind Kadra and Pieter Gijsbers and Neeratyoy Mallik and Sahithya Ravi and Andreas Müller and Joaquin Vanschoren and Frank Hutter},
title = {OpenML-Python: an extensible Python API for OpenML},
journal = {Journal of Machine Learning Research},
year = {2021},
volume = {22},
number = {100},
pages = {1--5},
url = {http://jmlr.org/papers/v22/19-920.html}
}
```
## Contributors ✨
Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):
<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
<!-- prettier-ignore-start -->
<!-- markdownlint-disable -->
<table>
<tr>
<td align="center"><a href="https://github.com/a-moadel"><img src="https://avatars0.githubusercontent.com/u/46557866?v=4" width="100px;" alt=""/><br /><sub><b>a-moadel</b></sub></a><br /><a href="https://github.com/openml/openml-python/commits?author=a-moadel" title="Documentation">📖</a> <a href="#example-a-moadel" title="Examples">💡</a></td>
<td align="center"><a href="https://github.com/Neeratyoy"><img src="https://avatars2.githubusercontent.com/u/3191233?v=4" width="100px;" alt=""/><br /><sub><b>Neeratyoy Mallik</b></sub></a><br /><a href="https://github.com/openml/openml-python/commits?author=Neeratyoy" title="Code">💻</a> <a href="https://github.com/openml/openml-python/commits?author=Neeratyoy" title="Documentation">📖</a> <a href="#example-Neeratyoy" title="Examples">💡</a></td>
</tr>
</table>
<!-- markdownlint-enable -->
<!-- prettier-ignore-end -->
<!-- ALL-CONTRIBUTORS-LIST:END -->
This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!
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"description": "# OpenML-Python\n<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->\n[](#contributors-)\n<!-- ALL-CONTRIBUTORS-BADGE:END -->\n\nA python interface for [OpenML](http://openml.org), an online platform for open science collaboration in machine learning.\nIt can be used to download or upload OpenML data such as datasets and machine learning experiment results.\n\n## General\n\n* [Documentation](https://openml.github.io/openml-python).\n* [Contribution guidelines](https://github.com/openml/openml-python/blob/develop/CONTRIBUTING.md).\n\n[](https://opensource.org/licenses/BSD-3-Clause)\n\n## Citing OpenML-Python\n\nIf you use OpenML-Python in a scientific publication, we would appreciate a reference to the\nfollowing paper:\n\n[Matthias Feurer, Jan N. van Rijn, Arlind Kadra, Pieter Gijsbers, Neeratyoy Mallik, Sahithya Ravi, Andreas M\u00fcller, Joaquin Vanschoren, Frank Hutter<br/>\n**OpenML-Python: an extensible Python API for OpenML**<br/>\nJournal of Machine Learning Research, 22(100):1\u22125, 2021](https://www.jmlr.org/papers/v22/19-920.html)\n\nBibtex entry:\n```bibtex\n@article{JMLR:v22:19-920,\n author = {Matthias Feurer and Jan N. van Rijn and Arlind Kadra and Pieter Gijsbers and Neeratyoy Mallik and Sahithya Ravi and Andreas M\u00fcller and Joaquin Vanschoren and Frank Hutter},\n title = {OpenML-Python: an extensible Python API for OpenML},\n journal = {Journal of Machine Learning Research},\n year = {2021},\n volume = {22},\n number = {100},\n pages = {1--5},\n url = {http://jmlr.org/papers/v22/19-920.html}\n}\n```\n\n## Contributors \u2728\n\nThanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):\n\n<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->\n<!-- prettier-ignore-start -->\n<!-- markdownlint-disable -->\n<table>\n <tr>\n <td align=\"center\"><a href=\"https://github.com/a-moadel\"><img src=\"https://avatars0.githubusercontent.com/u/46557866?v=4\" width=\"100px;\" alt=\"\"/><br /><sub><b>a-moadel</b></sub></a><br /><a href=\"https://github.com/openml/openml-python/commits?author=a-moadel\" title=\"Documentation\">\ud83d\udcd6</a> <a href=\"#example-a-moadel\" title=\"Examples\">\ud83d\udca1</a></td>\n <td align=\"center\"><a href=\"https://github.com/Neeratyoy\"><img src=\"https://avatars2.githubusercontent.com/u/3191233?v=4\" width=\"100px;\" alt=\"\"/><br /><sub><b>Neeratyoy Mallik</b></sub></a><br /><a href=\"https://github.com/openml/openml-python/commits?author=Neeratyoy\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/openml/openml-python/commits?author=Neeratyoy\" title=\"Documentation\">\ud83d\udcd6</a> <a href=\"#example-Neeratyoy\" title=\"Examples\">\ud83d\udca1</a></td>\n </tr>\n</table>\n\n<!-- markdownlint-enable -->\n<!-- prettier-ignore-end -->\n<!-- ALL-CONTRIBUTORS-LIST:END -->\n\nThis project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!\n",
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