explainerdashboard
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oegedijk
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
Hello, I want to contribute by fixing two different bugs that are related to the usage of Ligthgbm. 1. NaN values in the category columns (which can cause an exception...
I am running the sample code same as it's given here https://github.com/oegedijk/explainerdashboard, using titanic datasource. And running into the error saying "shap_values should be 2d, instead shape=(200, 21, 2)!" Attached...
As title says :) I am actually using `explainerdashboard` as a dependency, and it would be great if the print statements were done with logging, so I could turn them...
I am encountering an issue with the save_html method of the DashboardExplainer class. The problem is that this method does not save the custom tab that I have added to...
fixed issue when categorical features have nan as values, a crash occurs added the option to allow nan category values in frontend issue: https://github.com/oegedijk/explainerdashboard/issues/273 This is a reupload after seeing...
Hello everyone. Im trying to use ExplainerHub feature from explainerdashboard to illustrate multiple explainers from multiple models that were trained and pickled using different environments. When trying to load all...
Hello, I have executed this line of code that used to work in my previous virtual enrivorenement `ExplainerDashboard(ClassifierExplainer(RandomForestClassifier().fit(X_train, y_train), X_test, y_test)).run()` I have got this error  Can someone please...
Working with version 0.4.8 I faced the error: `ExplainerDashboard(explainer_rf).run(port=8055) File "/home/gtheodorou/.local/lib/python3.10/site-packages/explainerdashboard/dashboards.py", line 1278, in run app.run_server(port=port, host=host, **kwargs) File "/home/gtheodorou/.local/lib/python3.10/site-packages/dash/_obsolete.py", line 22, in __getattr__ raise err.exc(err.message) dash.exceptions.ObsoleteAttributeException: app.run_server has been...
Can we freeze the plotly version 5.x to requirements? Explainerdashboard is not compatible with plotly 6.0 which was released this year. It was causing issues until I realized my plotly...
