Factual package intelligence from PyPI

piano-integration 0.1.9 package intelligence

PIANO: Probabilistic Inference Autoencoder Networks for multi-Omics

pip install piano-integration

Current version
0.1.9
Python requirement
>=3.11
License
GPL-3.0-or-later
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
110.8 KiB
Release history
14 releases with files
Median release cadence
4 days

piano-integration dependencies

PyPI declares 30 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. fast-array-utils
  2. matplotlib
  3. numpy >=2
  4. pandas
  5. scipy
  6. scikit-misc
  7. anndata
  8. scanpy
  9. torch <2.8,>=2.2
  10. pyro-ppl

The compact report shows 12 of 30 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

piano-integration publishes 1 wheel and 1 source archive for version 0.1.9. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Security snapshot for piano-integration 0.1.9

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 14 releases with files. The first dated release is ; 14 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .