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ruvector-attention

v2.2.3 Growing

Attention mechanisms for ruvector - geometric, graph, and sparse attention

MIT Edition 2021
AlgorithmsScience #machine-learning#vector-search#attention#graph-attention

Quick Verdict

  • โœ“Actively maintained (updated 26d ago)
  • โœ“Permissive license (MIT)

Security

Checking security advisories...
Downloads
34.4K
Dependents
49
Releases
7
Size
152KB

Deep Insights

๐Ÿ“‰
Download decline

6.4K downloads in the last 30 days, down 57% from the previous period. May indicate migration to alternatives.

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Prolific maintainer

The primary maintainer publishes 360 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

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Used by top crates

Notable dependents include ruvllm, ruvector-crv, wifi-densepose-signal, ruvector-postgres, wifi-densepose-ruvector. When high-quality crates choose ruvector-attention, it's a strong quality signal.

Health Breakdown

Maintenance 18/25

Recency, release consistency, active ratio

Quality 17/25

Yanked ratio, deps, size, maturity, features

Community 11/20

Reverse deps, ownership, ecosystem

Popularity 5/15

Downloads, momentum, growth trend

Documentation 10/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
276/day avg-71%
05001K4/265/146/16/197/77/24

Top Dependents

Version Adoption

v2.0.4
70%
v2.1.0
15%
v0.1.32
9%
v0.1.31
4%
v2.2.3
1%

Release Timeline

7 releasessince 2025
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Feature Flags

default =["simd"]

mathnapisimd*wasmsheaf

README

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Maintainers

Dependencies
10
direct dependencies
Dependents
49
crates depend on ruvector-attention

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