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

Python module to interface with OpenML
https://github.com/openml/openml-python

hacktoberfest machine-learning meta-learning openml python

Last synced: 3 months ago
JSON representation

Python module to interface with OpenML

• Host: GitHub
• URL: https://github.com/openml/openml-python
• Owner: openml
• License: other
• Created: 2014-03-20T10:46:41.000Z (over 10 years ago)
• Default Branch: develop
• Last Pushed: 2024-07-29T20:29:43.000Z (4 months ago)
• Last Synced: 2024-07-30T02:37:41.434Z (4 months ago)
• Topics: hacktoberfest, machine-learning, meta-learning, openml, python
• Language: Python
• Homepage: https://openml.github.io/openml-python/main/
• Size: 194 MB
• Stars: 276
• Watchers: 22
• Forks: 142
• Open Issues: 137
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Citation: CITATION.cff

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README

        
# OpenML-Python

[![All Contributors](https://img.shields.io/badge/all_contributors-2-orange.svg?style=flat-square)](#contributors-)

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).

[![License](https://img.shields.io/badge/License-BSD%203--Clause-blue.svg)](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


**OpenML-Python: an extensible Python API for OpenML**


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)):

  

    
a-moadel
📖 💡

    
Neeratyoy Mallik
💻 📖 💡

  

This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!