Awesome Decision Tree Papers
A collection of research papers on decision, classification and regression trees with implementations.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Awesome Decision Tree Papers | 2,266 | 3 months ago | 1 | cc0-1.0 | Python | |||||
| A collection of research papers on decision, classification and regression trees with implementations. | ||||||||||
| Awesome Gradient Boosting Papers | 930 | 10 months ago | 1 | cc0-1.0 | Python | |||||
| A curated list of gradient boosting research papers with implementations. | ||||||||||
| Decisiontrees | 80 | 7 years ago | 1 | gpl-3.0 | TeX | |||||
| Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation | ||||||||||
| Influence_boosting | 43 | 6 years ago | Python | |||||||
| Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees" | ||||||||||
| Soft Tree | 24 | 10 years ago | 1 | C++ | ||||||
| Soft Decision Trees (code for ICPR 21 paper) | ||||||||||
| Decision Stream | 19 | 6 years ago | Clojure | |||||||
| Clojure implementation of the paper "Decision Stream: Cultivating Deep Decision Trees" | ||||||||||
| Endtoenddecisiontrees | 15 | 2 years ago | mit | Python | ||||||
| Implementation of the paper End-to-end Learning of Deterministic Decision Trees | ||||||||||
| Nnsdt | 8 | 6 years ago | Python | |||||||
| Implementation of Hinton's recent paper "Distilling a Neural Network Into a Soft Decision Tree" | ||||||||||
| Randomforestpruning Ismm 2017 | 5 | 7 years ago | Python | |||||||
| Cost-complexity pruning of random forests | ||||||||||
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