PyRank

Gradient Boosting Machine Python Packages

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

1K 488 101
thierrymoudiki
unifiedbooster

Unified interface for Gradient Boosted Decision Trees

421 6 0
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

307 73 5
sh1ng
arboretum

Gradient Boosting powered by GPU(NVIDIA CUDA)

131 65 15
leffff
stackboost

Open source gradient boosting library

82 7 0
sh1ng
arboretum-gpu

Gradient Boosting powered by GPU(NVIDIA CUDA)

30 65 15
sh1ng
arboretum-dev

Gradient Boosting powered by GPU(NVIDIA CUDA)

29 65 15