https://github.com/scikit-tda/scikit-tda

Topological Data Analysis for Python🐍
https://github.com/scikit-tda/scikit-tda

homology mapper scikit-tda tda tda-libraries tda-python topological-data-analysis topology

Last synced: 3 months ago
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Topological Data Analysis for Python🐍

• Host: GitHub
• URL: https://github.com/scikit-tda/scikit-tda
• Owner: scikit-tda
• License: other
• Created: 2018-04-13T21:00:31.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-07-19T18:44:12.000Z (4 months ago)
• Last Synced: 2024-07-29T07:31:51.967Z (3 months ago)
• Topics: homology, mapper, scikit-tda, tda, tda-libraries, tda-python, topological-data-analysis, topology
• Language: Python
• Homepage: https://docs.scikit-tda.org
• Size: 18.2 MB
• Stars: 504
• Watchers: 19
• Forks: 54
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
[![DOI](https://zenodo.org/badge/129452930.svg)](https://zenodo.org/badge/latestdoi/129452930)

![PyPI - Version](https://img.shields.io/pypi/v/scikit-tda)

![PyPI - Downloads](https://img.shields.io/pypi/dm/scikit-tda)

Scikit-TDA is a home for Topological Data Analysis Python libraries intended for non-topologists.

This project aims to provide a curated library of TDA Python tools that are widely usable and easily approachable. It is structured so that each package can stand alone or be used as part of the `scikit-tda` bundle.

# Documentation

For complete documentation please checkout [docs.scikit-tda.org](https://docs.scikit-tda.org/en/latest/).

# Contact

If you would like to contribute, please reach out to us on

[github](https://github.com/scikit-tda) by starting a [discussion

topic](https://github.com/orgs/scikit-tda/discussions), [creating an

issue](https://github.com/scikit-tda/scikit-tda/issues), or reaching out on

[twitter](https://twitter.com/scikit_tda).

# Setup

To install all these libraries

```

    pip install scikit-tda

```

# Citations

If you would like to cite Scikit-TDA, please use the following citation/bibtex

> Saul, Nathaniel and Tralie, Chris. (2019). Scikit-TDA: Topological Data Analysis for Python. Zenodo. http://doi.org/10.5281/zenodo.2533369

```

@misc{scikittda2019,

  author       = {Nathaniel Saul, Chris Tralie},

  title        = {Scikit-TDA: Topological Data Analysis for Python},

  year         = 2019,

  doi          = {10.5281/zenodo.2533369},

  url          = {https://doi.org/10.5281/zenodo.2533369}

}

```

# License

This package is licensed with the MIT license.

# Contributing

Contributions are more than welcome! There are lots of opportunities for potential projects, so please get in touch if you would like to help out. Everything from code to notebooks to examples and documentation are all equally valuable so please don't feel you can't contribute. To contribute please fork the project make your changes and submit a pull request. We will do our best to work through any issues with you and get your code merged into the main branch.