Factual package intelligence from PyPI

ml-analytics-tools 0.8.2 package intelligence

Tools for ML projects and data management

pip install ml-analytics-tools

Current version
0.8.2
Python requirement
>=3.11
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
264.0 KiB
Release history
24 releases with files
Median release cadence
1 days

ml-analytics-tools dependencies

PyPI declares 27 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. boto3 >=1.37.24
  2. ddtrace >=3.4.1
  3. dotenv >=0.9.9
  4. duckdb >=1.4.1
  5. google-api-python-client >=2.150.0
  6. google-auth >=2.35.0
  7. google-auth-httplib2 >=0.2.0
  8. google-auth-oauthlib >=1.2.0
  9. ipykernel >=6.29.5
  10. ipywidgets >=8.1.8
  11. pip >=25.3
  12. polars >=1.30.0
  13. pytest >=8.3.5
  14. pyyaml >=6.0.2
  15. redshift-connector >=2.1.9
  16. ruff >=0.11.4
  17. schedule >=1.2.2
  18. setuptools >=42.0.0

The compact report shows 18 of 27 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

ml-analytics-tools publishes 1 wheel and 1 source archive for version 0.8.2. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Security snapshot for ml-analytics-tools 0.8.2

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 24 releases with files. The first dated release is ; 24 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.