statistics

Classes

MADTransform(in_column, window[, ...])

MADTransform computes Mean Absolute Deviation over the window.

MaxTransform(in_column, window[, ...])

MaxTransform computes max value for given window.

MeanTransform(in_column, window[, ...])

MeanTransform computes average value for given window.

MedianTransform(in_column, window[, ...])

MedianTransform computes median value for given window.

MinMaxDifferenceTransform(in_column, window)

MinMaxDifferenceTransform computes difference between max and min values for given window.

MinTransform(in_column, window[, ...])

MinTransform computes min value for given window.

QuantileTransform(in_column, quantile, window)

QuantileTransform computes quantile value for given window.

StdTransform(in_column, window[, ...])

StdTransform computes std value for given window.

SumTransform(in_column, window[, ...])

SumTransform computes sum of values over given window.

WindowStatisticsTransform(in_column, ...[, ...])

WindowStatisticsTransform handles computation of statistical features on windows.