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orbit-boost

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Orbit Boost is a research-oriented gradient boosting library built from scratch in Python, designed as an experimental alternative to LightGBM, XGBoost, and CatBoost. It introduces oblique projections, BOSS sampling, Newton-style updates, and a ridge-based warm start for improved performance.

boostingboosting-algorithmscatboostdeep-learninggradient-boostinglightgbmmachine-learningpythonresearchscikit-learn
Creat：2025-10-03T19:21:29
Update：2025-10-05T04:21:49
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