Factual package intelligence from PyPI

balance 0.22.0 package intelligence

balance is a Python package offering a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.

pip install balance

Current version
0.22.0
Python requirement
>=3.9
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
9.8 MiB
Release history
25 releases with files
Median release cadence
23 days

balance dependencies

PyPI declares 25 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy <2.0,>=1.21.0 when python_version < "3.12"
  2. numpy >=1.24.0 when python_version >= "3.12"
  3. pandas <4.0.0,>=1.5.0 when python_version < "3.12"
  4. pandas <4.0.0,>=2.0.0 when python_version >= "3.12"
  5. scipy <1.14.0,>=1.7.0 when python_version < "3.12"
  6. scipy >=1.11.0 when python_version >= "3.12"
  7. scikit-learn <1.4.0,>=1.0.0 when python_version < "3.12"
  8. scikit-learn >=1.3.0 when python_version >= "3.12"
  9. ipython
  10. patsy
  11. seaborn
  12. plotly

The compact report shows 12 of 25 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

balance publishes 1 wheel and 1 source archive for version 0.22.0. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.13, 3.14, 3.9.

Security snapshot for balance 0.22.0

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. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 25 releases with files. The first dated release is ; 13 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

1 historical release is fully yanked in PyPI metadata.