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benedekrozemberczki
awesome-decision-tree-papers benedekrozemberczki
335
2.4k
cc0-1.0
132
A collection of research papers on decision, classification and regression trees with implementations.
cart xgboost catboost lightgbm classifier decision-tree random-forest tree-ensemble regression-tree machine-learning ensemble-learning gradient-boosting decision-tree-model classification-model classification-trees statistical-learning decision-tree-learning decision-tree-classifier gradient-boosting-machine machine-learning-research
Created 2019-05-11
281 commits to master branch, last one 9 months ago
shantanu1109
Coursera-DeepLearning.AI-Stanford-University-Machine-Learning-Specialization shantanu1109
70
123
mit
1
This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Lad...
xgboost tensorflow tree-ensemble regularization gradient-descent anomaly-detection kmeans-clustering linear-regression recommender-system logistic-regression reinforcement-learning artificial-neural-networks multiple-linear-regression supervised-machine-learning unsupervised-machine-learning
Created 2022-07-26
175 commits to main branch, last one about a year ago
s-marton
GRANDE s-marton
9
90
mit
1
(ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles
tabular-data decision-tree tree-ensemble decision-trees tree-ensembles gradient-descent
Created 2023-09-27
41 commits to master branch, last one 3 months ago