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fast-umap

v1.2.3 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 17d ago)
  • โœ“Stable API (1.x for 1+ years)
  • !Heavy dependency tree (22 direct deps)
  • โœ“Permissive license (MIT)

Security

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Downloads
2.3K
Dependents
0
Releases
8
Size
5.6MB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

343 downloads in the last 30 days (11/day), up 737% from the previous period.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 193 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

22 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 18/25

Recency, release consistency, active ratio

Quality 12/25

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
4/day avg+461%
0102030405012/291/162/32/213/113/28

Version Adoption

v0.0.2
51%
v0.0.1
34%
v1.2.3
12%
v1.2.2
2%
v1.2.0
1%

Release Timeline

8 releasessince 2024
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Feature Flags

default =["verbose", "plotters"]

verbose*plotters*

README

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Maintainers

Dependencies
22
direct dependencies
Dependents
0
crates depend on fast-umap

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