Factual package intelligence from PyPI

ultragraph-1bit 0.17.0 package intelligence

A pure-Python (+numpy) byte-graph that is a 1-bit (ternary) LLM: dunder API, autograd, ultra-edges, visualization.

pip install ultragraph-1bit

Current version
0.17.0
Python requirement
>=3.13
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
5.7 MiB
Release history
18 releases with files
Median release cadence
0 days

ultragraph-1bit dependencies

PyPI declares 4 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy >=2.0

Compatibility and release files

ultragraph-1bit publishes 1 wheel and 1 source archive for version 0.17.0. Wheel platform tags: any.

Declared Python classifiers: 3.13, 3.14.

Security snapshot for ultragraph-1bit 0.17.0

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.

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 18 releases with files. The first dated release is ; 18 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.