Factual package intelligence from PyPI

BETTER-NMA 2.0.2 package intelligence

NMA: Dendrogram-based model analysis, white-box testing, and adversarial detection

pip install better-nma

Current version
2.0.2
Python requirement
>=3.8
License
MIT License
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
125.4 KiB
Release history
12 releases with files
Median release cadence
4 days

BETTER-NMA dependencies

PyPI declares 10 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. tensorflow >=2.10.0
  2. pandas >=1.3.0
  3. python-igraph >=0.10.0
  4. numpy >=1.21.0
  5. scikit-learn >=1.0.0
  6. matplotlib >=3.5.0
  7. nltk >=3.7
  8. keras >=2.10.0
  9. Pillow >=8.0.0
  10. scipy >=1.9.0

Compatibility and release files

BETTER-NMA publishes 1 wheel and 1 source archive for version 2.0.2. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.8, 3.9.

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 12 releases with files. The first dated release is ; 12 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.