Is umap_learn safe to use?

umap_learn has no known vulnerabilities on the latest version (0.5.12). DepScope rates its health at 67/100 (moderate risk).

What is the latest version of umap_learn?

The latest version of umap_learn is 0.5.12, released 2026-04-08.

Does umap_learn have known vulnerabilities?

No known vulnerabilities on the latest version of umap_learn.

Is umap_learn deprecated?

No, umap_learn is actively maintained. Latest release: 0.5.12 (2026-04-08).

What are alternatives to umap_learn?

Popular alternatives to umap_learn in PyPI include: boto3, cryptography, pyyaml, pycparser, jinja2.

What license does umap_learn use?

umap_learn is licensed under BSD.

umap_learn

pypiv0.5.12

Uniform Manifold Approximation and Projection

License BSDpermissive45 versions18 deps

http://github.com/lmcinnes/umap

/ 100

Health

use with caution

[email protected] low health (67/100) — consider alternatives

Moderate health score (67/100) — verify manually

Health breakdown0 – 100

25/25

maintenance

0/20

popularity

25/25

security

12/15

maturity

5/15

community

Vulnerabilities

none known

Quality signals

Publish security

API token

Health History

Dependency Tree

License Audit

Dependencies (18)

numpy scipy scikit-learn numba pynndescent tqdm pandas;matplotlib;datashader;bokeh;holoviews;colorcet;seaborn;scikit-image;dask;tensorflow tbb pytest;

API access

Get this data programmatically — free, no authentication.

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

umap_learn

pypiv0.5.12

Uniform Manifold Approximation and Projection

License BSDpermissive45 versions18 deps

http://github.com/lmcinnes/umap

/ 100

Health

use with caution

[email protected] low health (67/100) — consider alternatives

Moderate health score (67/100) — verify manually

Health breakdown0 – 100

25/25

maintenance

0/20

popularity

25/25

security

12/15

maturity

5/15

community

Vulnerabilities

none known

Quality signals

Publish security

API token

Health History

Dependency Tree

License Audit

Dependencies (18)

numpy scipy scikit-learn numba pynndescent tqdm pandas;matplotlib;datashader;bokeh;holoviews;colorcet;seaborn;scikit-image;dask;tensorflow tbb pytest;

API access

Get this data programmatically — free, no authentication.

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