ml-pilot 0.0.3

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msdsf22m002

ml_pilot

ML_Pilot is a python packes that is providing very easy implementation of data wranling task. You just need to call the fuctions and implement your desired functionality like data preprocessing and feature engineering.

EDA Package

data_summary(data_frame)

this function gets data frame as argument and return summary of data values present in the datast.

null_summary(data_frame)

this function gets data frame as argument and return summary of null values present in the datast.

null_percent(data_frame,limit)

this function returns the feature that contains percentage of null values greater than equal to limit.

Feature Engnieering

features_summary(data_frame)

this functions return details about numerical features of the dataset like mean,mode,min.. values

drop_features(data_frame,features)

this function allow us to drop features in the dataset