Skip to content

Commit

Permalink
Update shap.rst
Browse files Browse the repository at this point in the history
  • Loading branch information
lisa-sousa authored May 16, 2024
1 parent aae5f0d commit ac52153
Showing 1 changed file with 1 addition and 1 deletion.
2 changes: 1 addition & 1 deletion docs/source/_model_agnostic_xai/shap.rst
Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,7 @@ SHAP provides KernelSHAP, an alternative, kernel-based estimation approach for S
References
-----------

- Original SHAP paper: Lundberg, S. M., & Lee, S. I. `A unified approach to interpreting model predictions.<https://proceedings.neurips.cc/paper/2017/hash/8a20a8621978632d76c43dfd28b67767-Abstract.html>`_ NeurIPS. 2017
- Original SHAP paper: Lundberg, S. M., & Lee, S. I. `A unified approach to interpreting model predictions. <https://proceedings.neurips.cc/paper/2017/hash/8a20a8621978632d76c43dfd28b67767-Abstract.html>`_ NeurIPS. 2017
- Intro to TreeExplainer: Lundberg, S. M., Erion, G., Chen, H., DeGrave, A., Prutkin, J. M., Nair, B., ... & Lee, S. I. `From local explanations to global understanding with explainable AI for trees. <https://doi.org/10.1038/s42256-019-0138-9>`_ Nature machine intelligence. 2020.
- Intro to TreeExplainer accelerated with GPUs: Mitchell, R., Frank, E., & Holmes, G. `GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles. <https://doi.org/10.48550/arXiv.2010.13972>`_ arxiv. 2022
- Visualizing the Impact of Feature Attribution Baselines: `blog post <https://distill.pub/2020/attribution-baselines/>`_
Expand Down

0 comments on commit ac52153

Please sign in to comment.