Factual package intelligence from PyPI

pyreal 0.4.10 package intelligence

Library for evaluating and deploying human readable machine learning explanations.

pip install pyreal

Current version
0.4.10
Python requirement
<3.12,>=3.9
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
2.0 MiB
Release history
18 releases with files
Median release cadence
38 days

pyreal dependencies

PyPI declares 11 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. faiss-cpu <2.0.0,>=1.7.4
  2. lime <0.3.0.0,>=0.2.0.1
  3. matplotlib <4.0.0,>=3.6.0
  4. numba <0.58.0,>=0.57.0
  5. numpy <2.0.0,>=1.24.3
  6. openai <2.0.0,>=1.13.3
  7. pandas <3.0,>=1.5
  8. reverse-geocoder <2.0.0,>=1.5.1
  9. scikit-learn <2.0.0,>=1.1.2
  10. seaborn <0.14.0,>=0.13.0
  11. shap ==0.42.1

Compatibility and release files

pyreal publishes 1 wheel and 1 source archive for version 0.4.10. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.9.

Metadata completeness

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

Release activity and sources

PyPI lists 18 releases with files. The first dated release is ; 6 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .