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pkboost
v2.2.0 ExperimentalShannon-guided gradient boosting for extreme class imbalance with adaptive drift detection. Outperforms XGBoost/LightGBM on imbalanced data.
GPL-3.0 Edition 2021 MSRV 1.70
AlgorithmsScience #machine-learning#classification#gradient-boosting#imbalanced-data#drift-detection
Quick Verdict
- ✓Actively maintained (updated 65d ago)
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Downloads
35
Dependents
0
Releases
2
Size
1.2MB
Deep Insights
📉
Download decline
4 downloads in the last 30 days, down 33% from the previous period. May indicate migration to alternatives.
Health Breakdown
Maintenance 10/25
Recency, release consistency, active ratio
Quality 13/25
Yanked ratio, deps, size, maturity, features
Community 6/20
Reverse deps, ownership, ecosystem
Popularity 2/15
Downloads, momentum, growth trend
Documentation 15/15
Docs, repo, license, metadata
Download Trend
Daily downloads · last 90 days
0/day avg-88%
Version Adoption
v2.2.0
54%
v2.1.1
46%
Release Timeline
2 releasessince 2025
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README
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Maintainers
Dependencies
15
direct dependencies
Dependents
0
crates depend on pkboost