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benedekrozemberczki
awesome-gradient-boosting-papers benedekrozemberczki
155
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 7 months ago
cog-imperial
OMLT cog-imperial
58
278
other
14
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
524 commits to main branch, last one 2 months ago
perpetual-ml
perpetual perpetual-ml
10
276
agpl-3.0
6
A self-generalizing gradient boosting machine which 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
82 commits to main branch, last one 5 days ago
Swiggy
Moo-GBT Swiggy
14
77
bsd-3-clause
6
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
6
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
643 commits to master branch, last one 4 months ago