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17 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.

Awesome Decision Tree Papers ⭐ 2,266

A collection of research papers on decision, classification and regression trees with implementations.

Awesome Gradient Boosting Papers ⭐ 930

A curated list of gradient boosting research papers with implementations.

Decision Forests ⭐ 635

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

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

Yggdrasil Decision Forests ⭐ 403

A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.

Gbdt_simple_tutorial ⭐ 371

python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解 Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision

Lleaves ⭐ 279

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

Evotrees.jl ⭐ 168

Boosted trees in Julia

Influence_boosting ⭐ 43

Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"

Decision Trees For Ml ⭐ 27

Building Decision Trees From Scratch In Python

Stackgbm ⭐ 24

🌳 Stacked Gradient Boosting Machines

Distributional Gradient Boosting Machines

Starboost ⭐ 11

⭐🚀 Gradient boosting on steroids

Mobile Price Prediction Classification Analysis ⭐ 10

Supervised Machine Learning Analysis Using Classification Models

Bike Shairing Demand Prediction ⭐ 8

Supervised Machine Learning (Regression)

LightGBM + Optuna

Plot tree based machine learning models

Text Classification Ml ⭐ 5

Application of various text classification algorithms on multiple datasets.

Related Searches

Python Decision Trees (520)

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Decision Trees Random Forest (313)

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