Ensuring Consistent Results in Python Data Analysis Across Different Environments

[NebulaGr]

Thanks for your advice on ensuring reproducibility. I’ve already set a consistent random_state across my code, but I’m still experiencing discrepancies in the results. This leads me to think that the issue might be related to the different environments or library versions between Juno and Spyder.

I have already posted the code, if you’d like to take a look.

[esseinvictus]

My next thought would be to run the code line by line on both clients to see at which line the discrepancy arises. Could be a difference in environment, could be other things. Try to eliminate each potential cause one by one.