public class EMAUtils extends Object
Constructor and Description |
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EMAUtils() |
Modifier and Type | Method and Description |
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static org.apache.sysds.runtime.util.EMAUtils.Container |
double_exponential_smoothing(Double[] data,
Double alpha,
Double beta) |
static FrameBlock |
exponentialMovingAverageImputation(FrameBlock block,
int search_iterations,
String mode,
int freq,
Double alpha,
Double beta,
Double gamma) |
static org.apache.sysds.runtime.util.EMAUtils.Container |
single_exponential_smoothing(Double[] data,
Double alpha) |
static org.apache.sysds.runtime.util.EMAUtils.Container |
triple_exponential_smoothing(Double[] data,
Double alpha,
Double beta,
Double gamma,
Integer freq) |
public static FrameBlock exponentialMovingAverageImputation(FrameBlock block, int search_iterations, String mode, int freq, Double alpha, Double beta, Double gamma)
public static org.apache.sysds.runtime.util.EMAUtils.Container single_exponential_smoothing(Double[] data, Double alpha)
public static org.apache.sysds.runtime.util.EMAUtils.Container double_exponential_smoothing(Double[] data, Double alpha, Double beta)
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