Factual package intelligence from PyPI

marginaleffects 0.6.1 package intelligence

Predictions, counterfactual comparisons, slopes, and hypothesis tests for statistical models.

pip install marginaleffects

Current version
0.6.1
Python requirement
>=3.12
License
GPL-3.0-or-later
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
269.8 KiB
Release history
33 releases with files
Median release cadence
20 days

marginaleffects dependencies

PyPI declares 22 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. formulaic >=1.0.2
  2. jax >=0.4.0
  3. narwhals >=1.34.0
  4. numpy >=2.0.0
  5. patsy >=1.0.1
  6. polars >=1.26.0
  7. pydantic >=2.10.3
  8. plotnine >=0.14.5
  9. scipy >=1.14.1
  10. pyarrow >=19.0.1

The compact report shows 18 of 22 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

marginaleffects publishes 1 wheel and 1 source archive for version 0.6.1. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Security snapshot for marginaleffects 0.6.1

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: project URL. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 33 releases with files. The first dated release is ; 15 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.