WoodTapper: a Python package for explaining decision tree ensembles

Python Jupyter Notebook Julia R Submitted 15 November 2025Published 05 May 2026
Review

Editor: @fangzhou-xie (all papers)
Reviewers: @jncraton (all reviews), @jungtaekkim (all reviews)

Authors

Abdoulaye Sakho (0009-0002-0248-4881), Jad Aouad (0009-0000-1456-3056), Carl-Erik Gauthier (0009-0009-4256-5425), Emmanuel Malherbe (0009-0006-0898-6873), Erwan Scornet (0000-0001-9946-4160)

Citation

Sakho et al., (2026). WoodTapper: a Python package for explaining decision tree ensembles. Journal of Open Source Software, 11(121), 10112, https://doi.org/10.21105/joss.10112

@article{Sakho2026, doi = {10.21105/joss.10112}, url = {https://doi.org/10.21105/joss.10112}, year = {2026}, publisher = {The Open Journal}, volume = {11}, number = {121}, pages = {10112}, author = {Sakho, Abdoulaye and Aouad, Jad and Gauthier, Carl-Erik and Malherbe, Emmanuel and Scornet, Erwan}, title = {WoodTapper: a Python package for explaining decision tree ensembles}, journal = {Journal of Open Source Software} }
Copy citation string · Copy BibTeX  
Tags

Machine Learning XAI

Altmetrics
Markdown badge

 

License

Authors of JOSS papers retain copyright.

This work is licensed under a Creative Commons Attribution 4.0 International License.

Creative Commons License

Table of Contents
Public user content licensed CC BY 4.0 unless otherwise specified.
ISSN 2475-9066