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SQLE Functions

This directory contains 79 workflows.

TD_​OneHotEncodingFit 

fastpath function records all the parameters required for TD_OneHotEncodingTransform function. i.e, target attributes and their categorical values to be […]

TD_​OneHotEncodingTransform 

fastpath function used to encode categorical features as a one-hot numeric vectors using the information from the TD_OneHotEncodingFit function

TD_​OrdinalEncodingFit 

This function takes a input table partitioned by ANY and a optional category table in case of LIST approach as Dimension and generates integer ordinal […]

TD_​OrdinalEncodingTransform 

Using the ordinal numbers generated by the TD_OrdinalEncodingFit function, it replaces the categories of the categorical column into integer values thereby […]

TD_​OutlierFilterFit 

OutlierFilterFit function calculates the lower_percentile, upper_percentile, count of rows and median for all the TargetColumns provided by the user. These […]

TD_​OutlierFilterTransform 

OutlierFilterTransform Analytical function filters the outliers from the input table. It uses the FitTable from the OutlierFilterFit function to get […]

TD_​PolynomialFeaturesFit 

fastpath function with an intermediate step to polynomialfeaturestransform, which helps the user to store all the values provided in the argument in the […]

TD_​PolynomialFeaturesTransform 

All polynomial combinations of the features with degree less than or equal to the specified degree are generated.

TD_​QQNorm 

fastpath function used to determine if a column follows Normal Distribution using standard normal quantiles.

TD_​RandomProjectionFit 

fastpath function to generate/store required set of values/parameters to be used by TD_RandomProjectionTransform for dimensionality reduction.