Factual package intelligence from PyPI

kkt-hardnet 1.0.2 package intelligence

KKT-HardNet: Physics-constrained neural networks with hard nonlinear equality and inequality constraint satisfaction guarantees

pip install kkt-hardnet

Current version
1.0.2
Python requirement
>=3.9
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
96.4 KiB
Release history
2 releases with files
Median release cadence
21 days

kkt-hardnet dependencies

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

  1. jax ==0.4.30
  2. jaxlib ==0.4.30
  3. flax ==0.8.5
  4. optax ==0.2.4
  5. chex ==0.1.90
  6. numpy ==1.26.4
  7. scipy ==1.13.1
  8. pandas ==2.2.3
  9. matplotlib ==3.9.4

Compatibility and release files

kkt-hardnet publishes 1 wheel and 1 source archive for version 1.0.2. Wheel platform tags: any.

No version-specific Python classifiers are declared.

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 2 releases with files. The first dated release is ; 2 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

1 historical release is fully yanked in PyPI metadata.

The project does not publish external project URLs in its PyPI metadata.