BUG: Force plot JS Not Initialized

[Clovinlee]

Issue Description

Javascript Not Initialized error occurs whenever I tries to use the SHAP force plot.
It works fine with other visualization though.

I even used the example code from SHAP github page.

Minimal Reproducible Example

import xgboost
import shap

# train an XGBoost model
X, y = shap.datasets.california()
model = xgboost.XGBRegressor().fit(X, y)

# explain the model's predictions using SHAP
# (same syntax works for LightGBM, CatBoost, scikit-learn, transformers, Spark, etc.)
explainer = shap.Explainer(model)
shap_values = explainer(X)

# visualize the first prediction's explanation
shap.initjs()
shap.plots.force(shap_values[0])

Traceback

No response

Expected Behavior

The plot showing normally

Bug report checklist

• I have checked that this issue has not already been reported.
• I have confirmed this bug exists on the latest release of shap.
• I have confirmed this bug exists on the master branch of shap.
• I'd be interested in making a PR to fix this bug

Installed Versions

latest right now : 0.44.0

[yacin-h]

Hello, I encountered the same problem when I ran it on Google Colab. It works fine with shap==0.43.0 though.

[Clovinlee]

Hello, I encountered the same problem when I ran it on Google Colab. It works fine with shap==0.43.0 though.

Yes, fortunately it only happen on 0.44
Downgrading the version to 0.43 works fine

[richarddli]

See #3448 for the explanation and fix.

[connortann]

This should be fixed in the latest release 0.44.1 which has been published to PyPI and will shortly be on conda-forge. Please let us know if you still encounter the issue.