ThematOS: A HyFI-based library for Topic Modeling

A Python Library for Topic Modeling

Documentation: https://thematos.entelecheia.ai
GitHub: https://github.com/entelecheia/thematos
PyPI: https://pypi.org/project/thematos

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) framework, ThematOS is a HyFI-based library, enabling seamless integration into existing HyFI-based projects or utilization as a standalone library.

Citation

@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}
}

@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.

Metadata

Release files for thematos 0.14.5

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for thematos 0.14.5
File	Size	Uploaded
thematos-0.14.5.tar.gz	16.6 kB	Oct 21, 2024	Details

Built distribution (wheel)

Table of built distributions (wheels) for thematos 0.14.5
File	Interpreter	ABI	Platform	Reset
thematos-0.14.5-py3-none-any.whl 23.7 kB Oct 21, 2024	Python 3	none	any	Details

Total release size: 40.2 kB

Release files / thematos-0.14.5.tar.gz

Download URL	thematos-0.14.5.tar.gz
Size	16.6 kB
Tags	Source
SHA-256 checksum How to use checksums	`53708567f7e22cee0a582a4f45ba7567e93413bf39ef378f3e8367128b4525e1`
BLAKE2b-256 checksum How to use checksums	`cd6db97890070875b5f83a3e33dcfb73a570c3e2f83ca3b345165cf475be83d9`
Upload date	Oct 21, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.8.0 pkginfo/1.11.2 readme-renderer/44.0 requests/2.32.3 requests-toolbelt/1.0.0 urllib3/2.2.3 tqdm/4.66.5 importlib-metadata/8.5.0 keyring/25.4.1 rfc3986/2.0.0 colorama/0.4.6 CPython/3.10.12`

Release files / thematos-0.14.5-py3-none-any.whl

Download URL	thematos-0.14.5-py3-none-any.whl
Size	23.7 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`b1f84e4b812ab37899f9b247e668f5bf32bc0d8e45126acaaa74816f694f4af2`
BLAKE2b-256 checksum How to use checksums	`7004ea6b8071a9c5df73696f036ebe155c57e674903f3ee6b69a7dc665b6aaa1`
Upload date	Oct 21, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.8.0 pkginfo/1.11.2 readme-renderer/44.0 requests/2.32.3 requests-toolbelt/1.0.0 urllib3/2.2.3 tqdm/4.66.5 importlib-metadata/8.5.0 keyring/25.4.1 rfc3986/2.0.0 colorama/0.4.6 CPython/3.10.12`