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Search results for kaggle gbdt

8 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

Kaggledays 2019 Gbdt ⭐ 93

Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop

Fast_retraining ⭐ 50

Show how to perform fast retraining with LightGBM in different business cases

Music Recommendation System ⭐ 16

KKBox's Music Recommendation Challenge on Kaggle.

LightGBM + Optuna

Kaggle Bike Sharing Demand ⭐ 5

simple solution based on Gradient Boost and Random Forest, rank 24/3251 (top 1%) within 60 lines of python code

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