This is a fork of auto-sklearn repository, not the original auto-sklearn!

I have added a functionality to the pre-processor to transform labels. This allows the pre-processor to add/remove instances, or fix noise in the labels.

Details

I have replaced Pipeline from sklearn to Pipeline of imblearn. This allowed to add SMOTE-like to balancing step of auto-sklearn.

Learn more

• Learn more about auto-sklearn.
• Learn more about sklearn.
• Learn more about imblearn.