Sorry for posting it here as it's not a really issue, rather a missing feature. However, many times I have seen grid search jobs running for days and in vain due to power outage, memory problems etc.
As simple as it reads, could someone add saving of current model found so far, if parameter 'best_model_path' is set? This will make scikit-learn much more user friendly out of the box.
Thank you!