Factual package intelligence from PyPI

mars-risk 0.0.24 package intelligence

High-performance Risk Modeling Toolkit powered by Polars

pip install mars-risk

Current version
0.0.24
Python requirement
>=3.10
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
856.9 KiB
Release history
22 releases with files
Median release cadence
7 days

mars-risk dependencies

PyPI declares 51 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. polars >=1.33.1
  2. numpy >=1.24.0
  3. pandas >=2.0.0
  4. pyarrow >=14.0.0
  5. scikit-learn >=1.7.2
  6. scipy >=1.10.0
  7. ruptures >=1.1.9
  8. optbinning >=0.19.0
  9. joblib >=1.3.0
  10. colorlog >=6.7.0
  11. tqdm >=4.66.0
  12. ipython >=8.0.0
  13. openpyxl >=3.1.0
  14. xlsxwriter >=3.1.0
  15. xlwings >=0.30.0
  16. matplotlib >=3.7.0
  17. seaborn >=0.12.0

The compact report shows 18 of 51 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

mars-risk publishes 1 wheel and 1 source archive for version 0.0.24. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12.

Security snapshot for mars-risk 0.0.24

An OSV query completed on and found 0 known vulnerabilities affecting this version. 0 advisories are classified as critical. 0 advisories appear in the CISA Known Exploited Vulnerabilities catalog.

Metadata completeness

PyPI does not currently declare: license, project URL. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 22 releases with files. The first dated release is ; 22 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

The project does not publish external project URLs in its PyPI metadata.