Factual package intelligence from PyPI

flash-ansr 0.11.0 package intelligence

Flash-ANSR: Fast Amortized Neural Symbolic Regression - Discover symbolic expressions from tabular data using SetTransformer and Transformer architectures

pip install flash-ansr

Current version
0.11.0
Python requirement
>=3.12
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
380.5 KiB
Release history
16 releases with files
Median release cadence
1 days

flash-ansr dependencies

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

  1. datasets
  2. huggingface_hub >=0.20
  3. numpy >=1.24
  4. pandas >=1.3
  5. pyyaml
  6. scikit-learn >=1.0
  7. scipy >=1.7
  8. simplipy >=0.3.1
  9. symbolic-data >=0.10
  10. torch >=2.0
  11. torch_optimizer
  12. tqdm

The compact report shows 12 of 33 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

flash-ansr publishes 1 wheel and 1 source archive for version 0.11.0. Wheel platform tags: any.

Declared Python classifiers: 3.12, 3.13, 3.14.

Security snapshot for flash-ansr 0.11.0

An OSV query completed on and found 0 known vulnerabilities affecting this version. 0 advisories are classified as critical. 0 advisories appear in the CISA Known Exploited Vulnerabilities catalog.

Release activity and sources

PyPI lists 16 releases with files. The first dated release is ; 16 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .