thematos

A HyFI plugin for Topic Modeling

https://github.com/entelecheia/thematos

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 6 DOI reference(s) in README
  • Academic publication links
    Links to: zenodo.org
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (12.4%) to scientific vocabulary

Keywords

hyfi hyfi-plugins topic-modeling

Keywords from Contributors

led profiles tokenizer interactive pydantic-v2 packaging network-simulation hacking data-profilers pydantic
Last synced: 4 months ago · JSON representation ·

Repository

A HyFI plugin for Topic Modeling

Basic Info
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 1
  • Open Issues: 5
  • Releases: 25
Topics
hyfi hyfi-plugins topic-modeling
Created over 2 years ago · Last pushed about 1 year ago
Metadata Files
Readme Changelog Contributing License Code of conduct Citation

README.md

ThematOS: A HyFI-based library for Topic Modeling

pypi-image version-image release-date-image license-image DOI codecov jupyter-book-image

A Python Library for Topic Modeling

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

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.

Owner

  • Name: Young Joon Lee
  • Login: entelecheia
  • Kind: user
  • Location: Jeju, South Korea
  • Company: Cheju Halla University

Professor at Cheju Halla University

Citation (CITATION.cff)

cff-version: 1.1.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Lee
    given-names: Young Joon
    orcid: https://orcid.org/0000-0002-4349-5926
title: "ThematOS: A HyFI-based library for Topic Modeling"
version: v0.14.1
date-released: 2023-08-14

GitHub Events

Total
  • Release event: 1
  • Delete event: 2
  • Issue comment event: 6
  • Push event: 5
  • Pull request review event: 4
  • Pull request event: 5
  • Create event: 4
Last Year
  • Release event: 1
  • Delete event: 2
  • Issue comment event: 6
  • Push event: 5
  • Pull request review event: 4
  • Pull request event: 5
  • Create event: 4

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 340
  • Total Committers: 3
  • Avg Commits per committer: 113.333
  • Development Distribution Score (DDS): 0.121
Past Year
  • Commits: 26
  • Committers: 3
  • Avg Commits per committer: 8.667
  • Development Distribution Score (DDS): 0.423
Top Committers
Name Email Commits
Young Joon Lee e****a@h****m 299
semantic-release s****e 26
dependabot[bot] 4****] 15

Issues and Pull Requests

Last synced: 7 months ago

All Time
  • Total issues: 4
  • Total pull requests: 81
  • Average time to close issues: N/A
  • Average time to close pull requests: 5 days
  • Total issue authors: 1
  • Total pull request authors: 2
  • Average comments per issue: 0.25
  • Average comments per pull request: 1.75
  • Merged pull requests: 39
  • Bot issues: 0
  • Bot pull requests: 58
Past Year
  • Issues: 0
  • Pull requests: 5
  • Average time to close issues: N/A
  • Average time to close pull requests: 1 day
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 1.6
  • Merged pull requests: 4
  • Bot issues: 0
  • Bot pull requests: 5
Top Authors
Issue Authors
  • entelecheia (2)
Pull Request Authors
  • dependabot[bot] (63)
  • entelecheia (22)
Top Labels
Issue Labels
enhancement (2)
Pull Request Labels
Extra Small (26) [zube]: Inbox (11) Small (5) Large (3) Medium (2) Extra Large (1)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 70 last-month
  • Total dependent packages: 2
  • Total dependent repositories: 0
  • Total versions: 25
  • Total maintainers: 1
pypi.org: thematos

A Python Library for Topic Modeling

  • Versions: 25
  • Dependent Packages: 2
  • Dependent Repositories: 0
  • Downloads: 70 Last month
Rankings
Dependent packages count: 7.1%
Average: 19.8%
Dependent repos count: 32.5%
Maintainers (1)
Last synced: 5 months ago