Vera Komeyer
Vera Komeyer
what Python version are you using? I also encountered the numpy issue with Python 3.9. Switching to Python 3.7 solved the problem for me. For newbs like me: I changed...
Hi @eddiebergman, thanks a lot for your quick reply and the useful information. From what I see in the error's traceback your assumption seems to be very likely. Could you...
[Question] How can I make sure AutoSklearn is always using StandardScaler for feature preprocessing?
Thank you very much for this really nice library! To add to the question: We are aware that the `data_preprocessor` offers options for StandardScaling (https://github.com/automl/auto-sklearn/blob/development/autosklearn/pipeline/components/data_preprocessing/rescaling/standardize.py). However, from the documentation/examples/the repo...
[Question] How can I make sure AutoSklearn is always using StandardScaler for feature preprocessing?
Hi @eddiebergman, For `data_preprocessing`: 1) Does that mean that one would need to specify the columns and if so how would one do so (or is this the part you...
[Question] How can I make sure AutoSklearn is always using StandardScaler for feature preprocessing?
Thank you very much @eddiebergman and @mfeurer for clarification! To add to @LeSasse's response: We are using `resampling_strategy="cv"`, that's why we are concerned about data leakage if we did the...
I assume what you observe here is not a difference in shape but the difference between a python array (can have any dimensionality) and a python matrix (is always 2D)...