A collection of research papers on decision, classification and regression trees with implementations.
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A curated list of data mining papers about fraud detection.
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
A curated list of gradient boosting research papers with implementations.
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).