Factual package intelligence from PyPI

spectra-ml 1.0.0 package intelligence

Scenario-first ML evaluation engine — stress-test your models to find where metrics lie

pip install spectra-ml

Current version
1.0.0
Python requirement
>=3.11
License
Apache-2.0
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
260.8 KiB
Release history
1 releases with files
Median release cadence
Not enough dated releases

spectra-ml dependencies

PyPI declares 33 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. pydantic >=2.0
  2. numpy >=1.26
  3. pandas >=2.0
  4. scikit-learn >=1.3
  5. matplotlib >=3.7
  6. SQLAlchemy >=2.0
  7. alembic >=1.13
  8. typer >=0.9
  9. rich >=13.0

The compact report shows 25 of 33 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

spectra-ml publishes 1 wheel and 1 source archive for version 1.0.0. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12, 3.13.

Release activity and sources

PyPI lists 1 release with files. The first dated release is ; 1 release falls within the 365 days preceding the latest dated release. The current release files were uploaded on .