I’m currently building a App with a Dash Interface. One thing I’d like to introduce is a explainability tab for my machine learning models created inside the app. When searching how to show Shap-Values I stumbled upon the explainerdashboard library.
In order to safe a lot of time, I want to make a callback with my model-pipeline element and my data stored in the dcc.store object as input and have all the explainerdashboard tabs as output since it perfectly covers everything what I want to test and show.
Since I am already running an app with dash is there a way to include and show the explainerdashboard as output?
The deployment doesn’t show a way.
Or is it possible to have the link to the explainerdashbord in a Div to open it in a new browser tab?
Thank you so much for your help, would appreciate if someone has experience with it!