Awesome Decision Tree Papers

A collection of research papers on decision, classification and regression trees with implementations.
Alternatives To Awesome Decision Tree Papers
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Awesome Decision Tree Papers2,266
6 months ago1cc0-1.0Python
A collection of research papers on decision, classification and regression trees with implementations.
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Decisiontrees80
8 years ago1gpl-3.0TeX
Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation
Influence_boosting43
6 years agoPython
Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"
Soft Tree24
10 years ago1C++
Soft Decision Trees (code for ICPR 21 paper)
Decision Stream19
6 years agoClojure
Clojure implementation of the paper "Decision Stream: Cultivating Deep Decision Trees"
Endtoenddecisiontrees15
2 years agomitPython
Implementation of the paper End-to-end Learning of Deterministic Decision Trees
Nnsdt8
7 years agoPython
Implementation of Hinton's recent paper "Distilling a Neural Network Into a Soft Decision Tree"
Randomforestpruning Ismm 20175
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Cost-complexity pruning of random forests
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