Metadata-Version: 2.4
Name: lyubishchev
Version: 0.2.0
Summary: Quantitative taxonomy methods of A.A. Lyubishchev (1943) — continuous multivariate classification for biological systematics.
Author-email: Akzhan Berdeyev <akzhan.berdeyev@gmail.com>
License: MIT
Project-URL: Homepage, https://baddogdata.com
Project-URL: Repository, https://github.com/AkzhanBerdi/lyubishchev
Project-URL: Bug Tracker, https://github.com/AkzhanBerdi/lyubishchev/issues
Project-URL: Primary Source, http://www.zin.ru/animalia/coleoptera/rus/lyubis05.htm
Keywords: taxonomy,biometrics,classification,systematics,unsupervised learning,multivariate statistics,discriminant analysis,numerical taxonomy
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Bio-Informatics
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.9
Description-Content-Type: text/markdown
Requires-Dist: numpy>=1.24
Requires-Dist: scipy>=1.10
Requires-Dist: scikit-learn>=1.2
Provides-Extra: dev
Requires-Dist: pytest>=7.0; extra == "dev"
Requires-Dist: pytest-cov; extra == "dev"
Provides-Extra: plot
Requires-Dist: matplotlib>=3.6; extra == "plot"

@misc{lyubishchev1943,
  author    = {Lyubishchev, Alexander Alexandrovich},
  title     = {Programma obshchey sistematiki
               [Program of General Systematics]},
  year      = {1943},
  note      = {Manuscript, 22 November 1943.
               Digitized by ZIN RAS Coleoptera Laboratory.
               Available at: http://www.zin.ru/animalia/coleoptera/rus/lyubis05.htm}
}

@article{lubischew1962,
  author  = {Lubischew, A.A.},
  title   = {On the use of discriminant functions in taxonomy},
  journal = {Biometrics},
  year    = {1962},
  volume  = {18},
  number  = {4},
  pages   = {455--477},
}

@software{lyubishchev_python,
  author  = {Berdeyev, Akzhan},
  title   = {lyubishchev: Quantitative taxonomy methods of A.A. Lyubishchev},
  year    = {2026},
  url     = {https://github.com/akzhanberdi/lyubishchev},
}
