7 results found Sort:

benedekrozemberczki
awesome-gradient-boosting-papers benedekrozemberczki
158
1.0k
cc0-1.0
49
A curated list of gradient boosting research papers with implementations.
h2o xgboost adaboost boosting catboost lightgbm classifier decision-tree deep-learning random-forest machine-learning gradient-boosting xgboost-algorithm classification-tree classification-trees gradient-boosted-trees classification-algorithm gradient-boosting-machine gradient-boosting-classifier gradient-boosting-decision-trees
Created 2019-05-11
206 commits to master branch, last one about a year ago
perpetual-ml
perpetual perpetual-ml
22
448
gpl-3.0
7
A self-generalizing gradient boosting machine that doesn't need hyperparameter optimization
gbm gbdt rust kaggle python machine-learning gradient-boosting gradient-boosted-trees gradient-boosting-decision-trees
Created 2024-05-20
134 commits to main branch, last one 5 days ago
cog-imperial
OMLT cog-imperial
61
303
other
12
Represent trained machine learning models as Pyomo optimization formulations
cnn onnx relu pyomo python optimization neural-network modeling-language keras-neural-networks nonlinear-programming gradient-boosted-trees mathematical-modelling nonlinear-optimization mathematical-programming mixed-integer-programming mixed-integer-optimization
Created 2021-06-03
528 commits to main branch, last one 2 days ago
cgreer
alpha-zero-boosted cgreer
12
86
unknown
5
A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)
gbdt python alphago xgboost lightgbm alphazero gradient-boosted-trees
Created 2020-06-08
133 commits to master branch, last one 9 days ago
Swiggy
Moo-GBT Swiggy
14
77
bsd-3-clause
5
Library for Multi-objective optimization in Gradient Boosted Trees
machine-learning gradient-boosted-trees constrained-optimization machine-learning-algorithms multi-objective-optimization
Created 2021-06-29
22 commits to master branch, last one 3 years ago
cog-imperial
entmoot cog-imperial
12
56
bsd-3-clause
5
Multiobjective black-box optimization using gradient-boosted trees
python optimization bayesian-optimization black-box-optimization gradient-boosted-trees mixed-integer-programming hyperparameter-optimization multiobjective-optimization
Created 2020-08-26
649 commits to master branch, last one 15 days ago
RubixML
Housing RubixML
22
51
mit
5
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
php rubix kaggle php-ml ensemble rubix-ml regression data-science gradient-boost housing-prices gradient-descent machine-learning gradient-boosting kaggle-competition php-machine-learning gradient-boosted-trees gradient-boosting-machine machine-learning-tutorial predicting-housing-prices gradient-boosting-regressor
Created 2018-11-29
57 commits to master branch, last one 2 years ago