PyRank

Gradient Boosting Machine Python Packages

Python packages with the GitHub topic gradient-boosting-machine. Sorted by relevance, with stars and monthly downloads.
serengil
chefboost

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python

2K 488 102
Pushp-Kharat1
pkboost

PKBoost: Adaptive GBDT for Concept Drift, Built from scratch in Rust, PKBoost manages changing data distributions in fraud detection with a fraud rate of 0.2%. It shows less than 2% degradation under drift. In comparison, XGBoost experiences a 31.8% drop and LightGBM a 42.5% drop

428 72 6
thierrymoudiki
unifiedbooster

Unified interface for Gradient Boosted Decision Trees

381 5 0
sh1ng
arboretum

Gradient Boosting powered by GPU(NVIDIA CUDA)

323 65 15
leffff
stackboost

Stacked decision trees algorithm

146 7 0
sh1ng
arboretum-gpu

Gradient Boosting powered by GPU(NVIDIA CUDA)

101 65 15
sh1ng
arboretum-dev

Gradient Boosting powered by GPU(NVIDIA CUDA)

100 65 15