Is attnspectra safe to use?

attnspectra has no known vulnerabilities on the latest version (0.1.2). DepScope rates its health at 0/100 (unknown risk).

What is the latest version of attnspectra?

The latest version of attnspectra is 0.1.2, released 2026-03-25.

Does attnspectra have known vulnerabilities?

No known vulnerabilities on the latest version of attnspectra.

Is attnspectra deprecated?

No, attnspectra is actively maintained. Latest release: 0.1.2 (2026-03-25).

What are alternatives to attnspectra?

Popular alternatives to attnspectra in PyPI include: boto3, packaging, urllib3, idna, certifi.

What license does attnspectra use?

License information for attnspectra is not declared in the registry metadata.

attnspectra

pypiv0.1.2

Extraction, spectral analysis and visualization of transformer attention matrices

3 versions1 maintainers19 deps4 weekly dl

/ 100

Health

insufficient data

attnspectra has limited data (2/6 signals) — verify manually before use

Limited information available for this package
Moderate health score (50/100) — verify manually

Health breakdown0 – 100

20/25

maintenance

0/20

popularity

25/25

security

3/15

maturity

2/15

community

Vulnerabilities

none known

Health History

Dependency Tree

License Audit

Dependencies (19)

torch numpy matplotlib transformers plotly ipywidgets ipython pytest pytest-cov;mypy;ruff;transformers plotly ipywidgets ipython pytest pytest-cov;mypy;ruff;

API access

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curl https://depscope.dev/api/check/pypi/attnspectra