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

Dashboard is not running correctly when I am trying to use saved joblib file.

jacob143590 opened this issue · comments

I am using following code to save the dashboard in joblib format.
explainer = ClassifierExplainer(model, X, y) explainer.dump("explainer.joblib")
It is correctly saved as explainer.joblib.

When api request is called from frontend, I try to run the dashboard using
import os os.system("npx kill-port 8050") os.system('explainerdashboard run explainer.joblib')
But I can't get the result.
Could you tell me how to run the saved dashboard without training the model with csv file?
Thank you in advance.

similar issue for me, i tried saving using to_yaml() and loading using from_config()
It just shows loading and nothing happens.
Please provide a workaround

What do you mean with "I can't get the result"? Do you get an error message?

I solved it using following code.
explainer, CustomDashboard, CustomPredictionsTab, Classif = flask_main(x_train, x_test, y_train, y_test, catCols, model_id) explainer.dump("joblib.joblib")