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Search results for lightgbm gradient boosting
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20 search results found
Lightgbm
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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.
Awesome Decision Tree Papers
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2,266
A collection of research papers on decision, classification and regression trees with implementations.
Auto_ml
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1,442
[UNMAINTAINED] Automated machine learning for analytics & production
Awesome Gradient Boosting Papers
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930
A curated list of gradient boosting research papers with implementations.
Lleaves
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279
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
Fairgbm
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92
Train Gradient Boosting models that are both high-performance *and* Fair!
Autogbt Alt
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73
An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
Litemort
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36
A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
Decision Trees For Ml
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27
Building Decision Trees From Scratch In Python
Stackgbm
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24
🌳 Stacked Gradient Boosting Machines
Handson Gb
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20
XGBoost와 사이킷런으로 배우는 그레이디언트 부스팅
Dgbm
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17
Distributional Gradient Boosting Machines
Apartment Interest Prediction
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15
Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.
Tsforest
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13
Time series forecasting based on tree ensembles learning
Wideboost
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12
Wrappers to implement wide boosting using popular boosting frameworks
Ventilator Pressure Prediction
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9
🥉171st place in Google brain solution🥉
Awesome Gradient Boosting
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8
A curated list of Gradient Boosting resources for Data Scientists
Lightgbmdotnet
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8
A .NET wrapper for the LightGBM machine learning library
Autolgbm
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7
LightGBM + Optuna
Pubg Finish Placement Prediction
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5
Solution for Kaggle Competition: PUBG Finish Placement Prediction
1-20 of 20 search results
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