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7 search results found

Awesome Decision Tree Papers ⭐ 2,266

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

Awesome Gradient Boosting Papers ⭐ 930

A curated list of gradient boosting research papers with implementations.

Decisiontrees ⭐ 80

Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation

Influence_boosting ⭐ 43

Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"

Soft Tree ⭐ 24

Soft Decision Trees (code for ICPR 21 paper)

Decision Stream ⭐ 19

Clojure implementation of the paper "Decision Stream: Cultivating Deep Decision Trees"

Endtoenddecisiontrees ⭐ 15

Implementation of the paper End-to-end Learning of Deterministic Decision Trees

Implementation of Hinton's recent paper "Distilling a Neural Network Into a Soft Decision Tree"

Randomforestpruning Ismm 2017 ⭐ 5

Cost-complexity pruning of random forests

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