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hopfield

v0.2.2 Experimental

Dense associative memory and modern Hopfield networks

MIT OR Apache-2.0 Edition 2021 MSRV 1.75
AlgorithmsScience #associative-memory#attention#hopfield#energy-based#pattern-retrieval

Quick Verdict

  • โœ“Actively maintained (updated 17d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Tiny footprint (21KB, 2 deps)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

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Downloads
442
Dependents
7
Releases
5
Size
21KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

209 downloads in the last 30 days (7/day), up 71% from the previous period.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 82 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿชถ
Minimal dependencies

Only 2 direct dependencies. Lean dependency tree means faster builds and lower supply chain risk.

๐Ÿ“
Compact crate

At 20KB, hopfield is lightweight. Small crate size correlates with focused, well-scoped functionality.

Health Breakdown

Maintenance 12/25

Recency, release consistency, active ratio

Quality 16/25

Yanked ratio, deps, size, maturity, features

Community 8/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 12/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg
04/265/146/16/197/77/24

Top Dependents

Most downloaded crates that depend on hopfield

Version Adoption

v0.1.1
84%
v0.2.1
5%
v0.2.2
4%
v0.2.0
4%
v0.1.0
3%

Release Timeline

5 releasessince 2026
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5
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Feature Flags

simdfynch

README

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Maintainers

Dependencies
2
direct dependencies
Dependents
7
crates depend on hopfield

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