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https://github.com/entelecheia/thematos
A HyFI plugin for Topic Modeling
https://github.com/entelecheia/thematos
hyfi hyfi-plugins topic-modeling
Last synced: 17 days ago
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A HyFI plugin for Topic Modeling
- Host: GitHub
- URL: https://github.com/entelecheia/thematos
- Owner: entelecheia
- License: mit
- Created: 2023-04-19T23:38:34.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-10-21T02:58:49.000Z (about 1 month ago)
- Last Synced: 2024-10-22T20:51:38.061Z (28 days ago)
- Topics: hyfi, hyfi-plugins, topic-modeling
- Language: Python
- Homepage: https://thematos.entelecheia.ai/
- Size: 6.75 MB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
Awesome Lists containing this project
README
# ThematOS: A HyFI-based library for Topic Modeling
[![pypi-image]][pypi-url]
[![version-image]][release-url]
[![release-date-image]][release-url]
[![license-image]][license-url]
[![DOI][zenodo-image]][zenodo-url]
[![codecov][codecov-image]][codecov-url]
[![jupyter-book-image]][docs-url]
A Python Library for Topic Modeling
- Documentation: [https://thematos.entelecheia.ai][docs-url]
- GitHub: [https://github.com/entelecheia/thematos][repo-url]
- PyPI: [https://pypi.org/project/thematos][pypi-url]
ThematOS is a Python library specifically designed for topic modeling, a critical method in natural language processing (NLP) and machine learning (ML) that uncovers hidden patterns and themes within extensive text data collections. The name stems from the Greek word θέματος, symbolizing the library's core focus on revealing the intrinsic structure of textual information. Built upon the [Hydra Fast Interface (HyFI)](https://hyfi.entelecheia.ai) framework, ThematOS is a HyFI-based library, enabling seamless integration into existing HyFI-based projects or utilization as a standalone library.
## Citation
```tex
@software{lee_2023_8248129,
author = {Young Joon Lee},
title = {ThematOS: A HyFI-based library for Topic Modeling},
month = aug,
year = 2023,
publisher = {Zenodo},
version = {v0.14.1},
doi = {10.5281/zenodo.8248128},
url = {https://doi.org/10.5281/zenodo.8248128}
}
```
```tex
@software{lee_2023_hyfi,
author = {Young Joon Lee},
title = {Lexikanon: A HyFI-based library for Tokenizers},
year = 2023,
publisher = {GitHub},
url = {https://github.com/entelecheia/lexikanon}
}
```
## Changelog
See the [CHANGELOG] for more information.
## Contributing
Contributions are welcome! Please see the [contributing guidelines] for more information.
## License
This project is released under the [MIT License][license-url].
[zenodo-image]: https://zenodo.org/badge/DOI/10.5281/zenodo.8248128.svg
[zenodo-url]: https://doi.org/10.5281/zenodo.8248128
[codecov-image]: https://codecov.io/gh/entelecheia/thematos/branch/main/graph/badge.svg?token=JP5P7C8ZOO
[codecov-url]: https://codecov.io/gh/entelecheia/thematos
[pypi-image]: https://img.shields.io/pypi/v/thematos
[license-image]: https://img.shields.io/github/license/entelecheia/thematos
[license-url]: https://github.com/entelecheia/thematos/blob/main/LICENSE
[version-image]: https://img.shields.io/github/v/release/entelecheia/thematos?sort=semver
[release-date-image]: https://img.shields.io/github/release-date/entelecheia/thematos
[release-url]: https://github.com/entelecheia/thematos/releases
[jupyter-book-image]: https://jupyterbook.org/en/stable/_images/badge.svg
[repo-url]: https://github.com/entelecheia/thematos
[pypi-url]: https://pypi.org/project/thematos
[docs-url]: https://thematos.entelecheia.ai
[changelog]: https://github.com/entelecheia/thematos/blob/main/CHANGELOG.md
[contributing guidelines]: https://github.com/entelecheia/thematos/blob/main/CONTRIBUTING.md