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ferrolearn-kernel

v0.5.0 Experimental

Kernel methods for the ferrolearn ML framework: Nadaraya-Watson and local polynomial regression, Gaussian processes (regression and Laplace-approximation classification), kernel ridge, Nyström approximation, and RBF random Fourier features

MIT OR Apache-2.0 Edition 2024 MSRV 1.88
AlgorithmsScience #machine-learning#gaussian-process#kernel-regression#kernel-ridge#nystroem

Quick Verdict

  • Actively maintained (updated 34d ago)
  • !Pre-1.0: API may have breaking changes
  • Permissive license (MIT OR Apache-2.0)

Security

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Downloads
143
Dependents
3
Releases
6
Size
149KB

Deep Insights

📉
Download decline

26 downloads in the last 30 days, down 28% from the previous period. May indicate migration to alternatives.

👤
Prolific maintainer

The primary maintainer publishes 101 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

Health Breakdown

Maintenance 20/25

Recency, release consistency, active ratio

Quality 11/25

Yanked ratio, deps, size, maturity, features

Community 10/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 12/15

Docs, repo, license, metadata

Download Trend

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

Top Dependents

Most downloaded crates that depend on ferrolearn-kernel

Version Adoption

v0.4.0
28%
v0.5.0
25%
v0.2.0
16%
v0.2.2
16%
v0.3.0
16%

Release Timeline

6 releasessince 2026
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README

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Maintainers

Dependencies
12
direct dependencies
Dependents
3
crates depend on ferrolearn-kernel

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