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fast-umap

v1.6.0 Stable

Configurable UMAP (Uniform Manifold Approximation and Projection) in Rust

MIT Edition 2021
ScienceVisualizationMathematics #machine-learning#gpu#manifold#dimensionality#umap

Quick Verdict

  • โœ“Actively maintained (updated 32d ago)
  • โœ“Stable API (1.x for 1+ years)
  • !Heavy dependency tree (25 direct deps)
  • โœ“Permissive license (MIT)

Security

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Downloads
3.0K
Dependents
0
Releases
13
Size
5.6MB

Deep Insights

๐Ÿ“‰
Download decline

194 downloads in the last 30 days, down 67% from the previous period. May indicate migration to alternatives.

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Prolific maintainer

The primary maintainer publishes 244 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

โœ…
Stable API

Reached 1.0 over a year ago. The API surface is settled, making it safe for production use.

๐Ÿ“ฆ
Heavy dependency tree

25 direct dependencies. Consider the impact on compile times and supply chain complexity.

๐Ÿ“
Large crate size

5.6MB is relatively large. May impact download and compile times.

Health Breakdown

Maintenance 17/25

Recency, release consistency, active ratio

Quality 13/25

Yanked ratio, deps, size, maturity, features

Community 6/20

Reverse deps, ownership, ecosystem

Popularity 4/15

Downloads, momentum, growth trend

Documentation 13/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg
02/263/164/34/215/95/26

Version Adoption

v1.2.3
46%
v1.5.1
28%
v1.6.0
18%
v1.2.2
5%
v1.4.0
3%

Release Timeline

10 releasessince 2026
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Feature Flags

default =["gpu", "verbose"]

allcpugpu*mlxpcaverbose*plottersnn-descent

README

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Maintainers

Dependencies
25
direct dependencies
Dependents
0
crates depend on fast-umap

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