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13 search results found

Lightgbm ⭐ 16,056

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Catboost ⭐ 7,564

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Chefboost ⭐ 428

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

Train Gradient Boosting models that are both high-performance *and* Fair!

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

Decision Trees For Ml ⭐ 27

Building Decision Trees From Scratch In Python

Stackgbm ⭐ 24

🌳 Stacked Gradient Boosting Machines

mlim: single and multiple imputation with automated machine learning

Awesome Gradient Boosting ⭐ 8

A curated list of Gradient Boosting resources for Data Scientists

H2o Ai 101 ⭐ 8

This repository covers h2o ai based implementations

LightGBM + Optuna

A powerful tree-based uplift modeling system.

1-13 of 13 search results

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