Automl-alex

Fix
- if y_train is not pd.DataFrame

Add
- Calc predict policy in AutoML

Fix
- timelemit in AutoML (deleted Catboost in optimization)

Add
- Stacking in AutoML
- fit on full X_Train (no_CV)
- predict on full X in model_1 AutoML

Fixed
- AutoML model_2 score

Add
- Iterations in .opt

Fixed
- timelemit in AutoML
- Num Features Generator in empty Num Features list

Add
- Features Generation in DataBunch
- Features Selection in .opt
- Generator interaction Num Features
- Generator FrequencyEncoder Features
- Generator Group Encoder Features
- Normalization Data
- Feature Importance


Fixed
- RandomForest min_samples_split size
- fix ModelsReview opt cv