[FIXED] jupyter crashes without error message when using tkinter and sklearn KMeans

Issue

I have a simple user interface with tkinter that works perfectly fine. However, when I import another python module, whenever I use the button that calls this specific line of code (the second one):

from tkinter.filedialog import *
files = askopenfilenames()

(which works fine normally and even gets the files etc...) Jupyter notebook crashes without any error message, making it hard to understand what the problem is. After investigating, I discovered that this error happens because in the other module that I import in this interface file, there is this import:

from sklearn.cluster import KMeans

When I comment out this import in the other module and try again, the button event works fine and allows me to select files. However, when I uncomment that import line again, the same problem happen.

Since there is no error message, it is hard to understand the problem and I searched but couldn't find any known problem between KMeans and this Tkinter function. Any help would be really appreciated.

Solution

Due to the lack of error message, it was impossible to find the exact cause of the problem. Suspecting a conflict in libraries, I created a new environment and installed libraries again. If anyone faces a similar issue, I suggest using conda to install libraries instead of pip as much as possible, and only use pip when no other choice is present.

Answered By - Wazaki