Factual package intelligence from PyPI

ml4co-kit 0.5.4 package intelligence

ml4co-kit provides convenient dataset generators for the combinatorial optimization problem

pip install ml4co-kit

Current version
0.5.4
Python requirement
>=3.9
License
Mulan PSL v2
Distribution type
Includes compiled wheel
Release files
11 (10 wheels, 1 source)
Download size
100.2 MiB
Release history
36 releases with files
Median release cadence
8 days

ml4co-kit dependencies

PyPI declares 23 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy >=1.24.3
  2. networkx >=2.8.8
  3. tqdm >=4.66.3
  4. cython >=3.0.8
  5. pulp >=2.8.0
  6. scipy >=1.10.1
  7. aiohttp >=3.10.11
  8. requests >=2.32.0
  9. matplotlib >=3.7.0
  10. async_timeout >=4.0.3
  11. pyvrp >=0.9.1
  12. gurobipy >=11.0.3
  13. scikit-learn >=1.3.0
  14. ortools >=9.12.4544
  15. huggingface_hub >=0.32.0
  16. setuptools >=75.0.0
  17. PySCIPOpt >=5.6.0
  18. pybind11 >=3.0.1
  19. cnfgen >=0.9.5
  20. python-sat
  21. PyYAML >=6.0.3
  22. hydra-core >=1.3.2
  23. chszlablib >=0.5.27

Compatibility and release files

ml4co-kit publishes 10 wheels and 1 source archive for version 0.5.4. Wheel platform tags: macosx_15_0_universal2, manylinux2014_x86_64.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.13, 3.9.

Release activity and sources

PyPI lists 36 releases with files. The first dated release is ; 8 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .