Qingyun Wu

Hi @luigif2000, Thank you for the question and sorry for the late response. Yes, the model is fitted on the full train set. The relevant keyword argument in the fit...

You are welcome. Let me know if you need more help! Do you mind sharing what kind of production you are working on and using FLAML? And can you please...

Thank you @[YIWEI-CHEN](https://github.com/YIWEI-CHEN) for raising this issue. They are indeed not clearly explained in the current documentation. ### Definitions: - `config_constraints` is a`List[Tuple[Callable[[dict], float], str, float]]`, meaning that the constraints...

> Add to Parallel tuning sections. > > https://microsoft.github.io/FLAML/docs/Use-Cases/Task-Oriented-AutoML#parallel-tuning > > https://microsoft.github.io/FLAML/docs/Use-Cases/Tune-User-Defined-Function#parallel-tuning Documentation is added: https://microsoft.github.io/FLAML/docs/Use-Cases/Task-Oriented-AutoML#guidelines-on-parallel-vs-sequential-tuning

> Hi @liususan091219, thank you for offering to help. Are you going to add the example you mentioned? If so, when do you plan to add it? Thank you!

Hi @knoam, thank you for your question and that's an interesting idea. Presumably, you can do so by creating a customized learner: 1. add the number of features to use...

Hi @jw00000, thank you for sharing your experience with autosklearn and suggestions. Including the preprocessing component into the search space (as a hyperparameter with categorical choices) is a very reasonable...

Hi @[GDGauravDutta](https://github.com/GDGauravDutta), is your y_train_all a pandas series? Make sure it is in pandas series format. Let me know if it does not resolve the issue. Thank you!

> Hi @[GDGauravDutta](https://github.com/GDGauravDutta), Can you share with me a copy or a sub-sample of your data such that I can reproduce the error you had? Thank you!

> Thanks for the update! I have some additional questions to figure out how to best integrate this change into the automl benchmark. I noticed this installs the following extra...