| Metadata-Version: |
2.3 |
| Name: |
clusx |
| Version: |
0.6.0 |
| Summary: |
Bayesian nonparametric toolkit for text clustering, analysis, and benchmarking with advanced embedding models and statistical validation. |
| Author: |
Serghei Iakovlev |
| Author-Email: |
oss[at]serghei.pl |
| Project-Url: |
Changelog, https://clusterium.readthedocs.io/en/latest/changelog.html |
| Project-Url: |
Documentation, https://clusterium.readthedocs.io/en/latest/index.html |
| Project-Url: |
Download, https://github.com/sergeyklay/clusterium/releases |
| Project-Url: |
Homepage, https://clusterium.readthedocs.io |
| Project-Url: |
Issues, https://github.com/sergeyklay/clusterium/issues |
| Project-Url: |
Repository, https://github.com/sergeyklay/clusterium |
| License: |
MIT |
| Keywords: |
clustering,text-analysis,nlp,natural-language-processing,machine-learning,dirichlet-process,pitman-yor-process,embeddings,sentence-transformers,power-law,data-science |
| Classifier: |
Development Status :: 4 - Beta |
| Classifier: |
Environment :: Console |
| Classifier: |
Intended Audience :: Developers |
| Classifier: |
Intended Audience :: Science/Research |
| Classifier: |
License :: OSI Approved :: MIT License |
| Classifier: |
Natural Language :: English |
| Classifier: |
Operating System :: OS Independent |
| Classifier: |
Programming Language :: Python |
| Classifier: |
Programming Language :: Python :: 3 |
| Classifier: |
Programming Language :: Python :: 3.11 |
| Classifier: |
Programming Language :: Python :: 3.12 |
| Classifier: |
Programming Language :: Python :: 3.13 |
| Classifier: |
Programming Language :: Python :: Implementation :: CPython |
| Classifier: |
Topic :: Scientific/Engineering |
| Classifier: |
Topic :: Scientific/Engineering :: Artificial Intelligence |
| Classifier: |
Topic :: Scientific/Engineering :: Information Analysis |
| Classifier: |
Topic :: Text Processing |
| Classifier: |
Topic :: Text Processing :: Linguistic |
| Classifier: |
Typing :: Typed |
| Requires-Python: |
>=3.11,<4 |
| Requires-Dist: |
click (<9.0.0,>=8.1.8) |
| Requires-Dist: |
matplotlib (<4.0.0,>=3.10.1) |
| Requires-Dist: |
numpy (<3.0.0,>=2.2.3) |
| Requires-Dist: |
pandas (<3.0.0,>=2.2.3) |
| Requires-Dist: |
powerlaw (<2.0,>=1.5) |
| Requires-Dist: |
scikit-learn (<2.0.0,>=1.6.1) |
| Requires-Dist: |
scipy (<2.0.0,>=1.15.2) |
| Requires-Dist: |
sentence-transformers (<4.0.0,>=3.4.1) |
| Requires-Dist: |
torch (<3.0.0,>=2.3.0) |
| Requires-Dist: |
tqdm (<5.0.0,>=4.67.1) |
| Description-Content-Type: |
text/x-rst |