Factual package intelligence from PyPI

congrads 0.4.1 package intelligence

A toolbox for using Constraint Guided Gradient Descent when training neural networks.

pip install congrads

Current version
0.4.1
Python requirement
>=3.11
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
110.7 KiB
Release history
19 releases with files
Median release cadence
5 days

congrads dependencies

PyPI declares 7 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy >=1.24.0
  2. pandas >=1.5.0
  3. torch >=2.0.0
  4. torchvision >=0.15.1
  5. tqdm >=4.65.0

Compatibility and release files

congrads publishes 1 wheel and 1 source archive for version 0.4.1. Wheel platform tags: any.

No version-specific Python classifiers are declared.

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 19 releases with files. The first dated release is ; 10 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

11 historical releases are fully yanked in PyPI metadata.

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