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sagnik1511 / Tabular-AutoML

Python Auto-ML Package for Tabular Datasets
MIT License
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KNN regressor #28

Closed VishnuBhaarath closed 2 years ago

VishnuBhaarath commented 2 years ago

PR fix for issue #6

Added KNN regressor to models.py the advantage of this is it takes almost zero time to train because it only stores the data of the training part. and faster than all the models mentioned in the models.py file in training time as its zero in KNN regressor , it is also a non parametric models with only parameter that needs to be mentioned is the number of neighbours, adding to this as KNN doesn't undergo training we can add new data to it which doesn't affect the accuracy of the model. It is also very easy to implement and interpret as there is only one hyperparameter which is the number of neighbours, apart from this it's versatile and can be used as a regressor as well as classifier

sagnik1511 commented 2 years ago

Merged.Thanks!

VishnuBhaarath commented 2 years ago

Merged.Thanks!

Hi @sagnik1511 can you please add the jwoc as well as the difficulty tags in the PR too.