oegedijk / explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

Home Page:http://explainerdashboard.readthedocs.io

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

skorch models raising The SHAP explanations do not sum up to the model's output

oegedijk opened this issue · comments

Seems related to this bug: shap/shap#3363

Can be avoided with passing shap_kwargs=dict(check_additivity=False) to the explainer, but then you might get inaccurate shap values.

Added check_additivity=False param to the skorch tests for now.