5 results found Sort:

benedekrozemberczki
awesome-gradient-boosting-papers benedekrozemberczki
155
987
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 3 months ago
cog-imperial
OMLT cog-imperial
57
254
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
520 commits to main branch, last one about a month ago
Swiggy
Moo-GBT Swiggy
12
76
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 2 years ago
cog-imperial
entmoot cog-imperial
12
51
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
628 commits to master branch, last one 2 days ago
perpetual-ml
perpetual perpetual-ml
2
44
agpl-3.0
5
A self-generalizing, hyperparameter-free gradient boosting machine
gbm gbdt rust kaggle python machine-learning gradient-boosting gradient-boosted-trees gradient-boosting-decision-trees
Created 2024-05-20
22 commits to main branch, last one 14 days ago