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New features:
New functions:
Functions target_encode and build_target_encoding have been implemented to provide target encoding which is the process of replacing a categorical value with the aggregation of the target variable.
Function remove_sd_outlier helps to remove rows that have numerical values to extrem.
Function remove_percentile_outlier helps to remove rows that have numerical values to extrem (based on percentile analysis).
Function remove_rare_categorical helps to remove rows that have categorial values to rare.
New features in existing functions :
Function prepareSet integrate target_encode function. It is called by providing target_col and target_encoding_functions.