Crashes in QGIS

[dj-spatial]

Thank you very much for your work.
I just tried GWR_prediction_example and no problems in Jupyter notebook.
However, whenever I try it in the QGIS python console, it causes a crash and opens multiple new QGIS windows.
In newly opened windows, it shows these messages.

2024-06-08T17:38:21     CRITICAL    Invalid Data Source : C:\Users\xxx\Documents\-c is not a valid or recognized data source.
2024-06-08T17:38:21     CRITICAL    Invalid Data Source : C:\Users\xxx\Documents\from joblib.externals.loky.backend.popen_loky_win32 import main; main(pipe_handle=6016, parent_pid=9404) is not a valid or recognized data source.
2024-06-08T17:38:21     CRITICAL    Invalid Data Source : C:\Users\xxx\Documents\--multiprocessing-fork is not a valid or recognized data source.

Any recommendations to fix it?