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tree-ensemble

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awesome-decision-tree-papers

benedekrozemberczki / awesome-decision-tree-papers

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A collection of research papers on decision, classification and regression trees with implementations.

classifier machine-learning random-forest statistical-learning xgboost lightgbm gradient-boosting-machine ensemble-learning cart decision-tree tree-ensemble decision-tree-classifier gradient-boosting classification-trees decision-tree-learning decision-tree-model classification-model catboost regression-tree machine-learning-research

Updated Jul 25, 2021
Python

garethjns / Kaggle-EEG

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Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.

machine-learning matlab svm kaggle eeg kaggle-competition seizure-prediction tree-ensemble melbourne-university

Updated Mar 25, 2020
MATLAB

404notf0und / Tree-ensemble-Intrusion-Detection-with-KDD99

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using machine-learning to detecte instruction

intrusion-detection tree-ensemble kdd99

Updated Oct 21, 2019
Python

vpatel95 / decision-tree-classifier

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Decision Tree Classifier and Boosted Random Forest

classifier machine-learning cpp ensemble-learning cpp-library decision-tree tree-ensemble decision-tree-classifier classification-algorithm gradient-boosting decision-tree-model random-forest-classifier classification-model

Updated May 30, 2020
C++

njfritter / UCSB-PSTAT-131

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Data Mining at UCSB with Professor Sang Oh (Fall 2016)

data-mining exploratory-data-analysis support-vector-machines tree-ensemble ucsb student-grades statistics-course

Updated May 14, 2018
HTML

megh1241 / blockset

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BLOCKSET: Efficient out of core tree ensemble inference

machine-learning aws-lambda random-forest memory-efficient out-of-core tree-ensemble gradient-boosting efficient-inference on-device-ai

Updated Jun 16, 2021
C++

Vardanush / Decision-tree-learning

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clustering decision-trees herokuapp tree-ensemble

Updated Aug 17, 2018
Jupyter Notebook

PierreBlanchart / CMBDTC

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counterfactual explanations for XGBoost and tree ensemble models - counterfactual reasoning - model interpretability

xgboost tree-ensemble interpretability counterfactual explainable-ai counterfactual-explanations

Updated Jul 5, 2021
C++

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