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pacmap

v0.2.6 Growing

Pairwise Controlled Manifold Approximation (PaCMAP) for dimensionality reduction

Apache-2.0 Edition 2021
AlgorithmsScienceMathematics #algorithms#embedding#dimension-reduction#pacmap

Quick Verdict

  • โœ•Not updated for 1+ year
  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (Apache-2.0)

Security

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Downloads
7.9K
Dependents
0
Releases
8
Size
34KB

Deep Insights

๐Ÿ“‰
Download decline

43 downloads in the last 30 days, down 57% from the previous period. May indicate migration to alternatives.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 1+ years old, pacmap hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“
Compact crate

At 33KB, pacmap is lightweight. Small crate size correlates with focused, well-scoped functionality.

Health Breakdown

Maintenance 7/25

Recency, release consistency, active ratio

Quality 15/25

Yanked ratio, deps, size, maturity, features

Community 6/20

Reverse deps, ownership, ecosystem

Popularity 5/15

Downloads, momentum, growth trend

Documentation 13/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
3/day avg-71%
0102012/291/162/32/213/113/28

Version Adoption

v0.2.6
36%
v0.2.2
18%
v0.2.5
18%
v0.2.4
14%
v0.2.3
14%

Release Timeline

8 releasessince 2024
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Feature Flags

simsimdnetlib-staticnetlib-systemopenblas-staticopenblas-systemintel-mkl-staticintel-mkl-system

README

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Maintainers

Dependencies
16
direct dependencies
Dependents
0
crates depend on pacmap

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