av

package
Version: v0.4.2 Latest Latest
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Published: Apr 18, 2020 License: Apache-2.0 Imports: 5 Imported by: 0

Documentation

Overview

Package av generates a set of annotation vectors that can be applied onto a matrix profile before computing other features such as motifs, discords, etc.

Index

Constants

This section is empty.

Variables

This section is empty.

Functions

func Create

func Create(av AV, ts []float64, m int) ([]float64, error)

Create returns the annotation vector given an input time series and a window size m

Types

type AV

type AV string
const (
	Default    AV = "default"    // Default is the default annotation vector of all ones
	Complexity AV = "complexity" // Complexity is the annotation vector that focuses on areas of high "complexity"
	MeanStd    AV = "mean_std"   // MeanStd is the annotation vector focusing on areas where the signal is within a standard deviation of the mean
	Clipping   AV = "clipping"   // Clipping is the annotation vector reducing the importance of areas showing clipping effects on the positive and negative regime
)

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