About the log control

[bruAristimunha]

I noticed that there are quite a few print statements throughout the codebase, which always show up regardless of whether we want them or not. This can get a bit noisy, especially when running grid searches, using joblib for parallel processing, or doing any kind of large-scale experiments.

I’d like to suggest replacing these prints with Python’s logging module instead. That way, users could control the verbosity with standard log levels like info, debug, or warning, which would make things more flexible and cleaner.

If you think this sounds good, I’d be happy to help make the changes and open a PR.

Let me know what you think!

[BenjaminBossan]

You should be able to turn off those print statements when you set verbose=0. If that's your only issue, please try that. Of course, using the logging module has other advantages too, like being able to control the logs better like filtering or sinks, so it would still be an improvement.