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A demonstration of the explainerdashboard package that that displays model quality, permutation importances, SHAP values and interactions, and individual trees for sklearn RandomForestClassifiers, etc

Home Page: http://titanicexplainer.herokuapp.com

License: MIT License

Python 99.59% Shell 0.07% Makefile 0.34%
shap-values permutation-importances individual-trees explainerdashboard explainable xai

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Pickle load of joblib not working on Heroku

Hi, I followed one of your explainerdashboard example to deploy a heroku app. I trained my own model and done a dump of the processed model as joblib file. I am currently facing an error as attached, do you have any idea please why this is happening?

2021-07-20T22:02:51.103807+00:00 app[web.1]: File "/app/.heroku/python/lib/python3.8/site-packages/joblib/numpy_pickle.py", line 504, in _unpickle

2021-07-20T22:02:51.106049+00:00 app[web.1]: obj = unpickler.load()

2021-07-20T22:02:51.106083+00:00 app[web.1]: File "/app/.heroku/python/lib/python3.8/pickle.py", line 1210, in load

2021-07-20T22:02:51.106856+00:00 app[web.1]: dispatchkey[0]

2021-07-20T22:02:51.106880+00:00 app[web.1]: File "/app/.heroku/python/lib/python3.8/pickle.py", line 1511, in load_newobj

2021-07-20T22:02:51.107719+00:00 app[web.1]: obj = cls.new(cls, *args)

2021-07-20T22:02:51.107748+00:00 app[web.1]: File "pandas/_libs/internals.pyx", line 572, in pandas._libs.internals.BlockManager.cinit

2021-07-20T22:02:51.108139+00:00 app[web.1]: TypeError: cinit() takes at least 2 positional arguments (0 given)

2021-07-20T22:02:51.974213+00:00 heroku[web.1]: Process exited with status 1

2021-07-20T22:02:52.151564+00:00 heroku[web.1]: State changed from starting to crashed

I have the all the modified files at https://github.com/Shahadate-Rezvy/salmon_explainer

Many thanks

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