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karma

v1.0.0 Growing

A sophisticated Hidden Markov Model (HMM) implementation using the Baum-Welch algorithm

MIT Edition 2021 MSRV 1.70
AlgorithmsScienceMathematics #statistics#machine-learning#hmm#hidden-markov-model#baum-welch

Quick Verdict

  • โœ“Stable API (1.x for 9+ years)
  • โœ“Permissive license (MIT)

Security

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Downloads
2.3K
Dependents
0
Releases
2
Size
30KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

11 downloads in the last 30 days (0/day), up 267% from the previous period.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 60 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

โœ…
Stable for 9+ years

The API has been stable (1.x) for over 9 years with 2 releases. This level of maturity means you can depend on it without worrying about breaking changes.

๐Ÿ“
Compact crate

At 30KB, karma is lightweight. Small crate size correlates with focused, well-scoped functionality.

Health Breakdown

Maintenance 10/25

Recency, release consistency, active ratio

Quality 18/25

Yanked ratio, deps, size, maturity, features

Community 6/20

Reverse deps, ownership, ecosystem

Popularity 4/15

Downloads, momentum, growth trend

Documentation 12/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg-36%
0123412/291/162/32/213/113/28

Version Adoption

v0.1.0
98%
v1.0.0
2%

Release Timeline

2 releasessince 2017
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Feature Flags

serde

README

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Maintainers

Dependencies
7
direct dependencies
Dependents
0
crates depend on karma

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