dtwclust

DTW Barycenter Averaging

Distance matrix

Generics for Distmat

Fast global alignment kernels

Cross-correlation with coefficient normalization

Helper for semi-supervised DTW clustering

Shape-based distance

Sparse distance matrix

Generics for SparseDistmat

TADPole clustering

Class definition for TSClusters and derived classes

as.matrix

Compare different clustering configurations

Create clustering configurations.

Time series warping envelopes

Cluster validity indices

Cluster comparison based on CVIs

DTW distance with L2 norm

Basic DTW distance

DTW distance matrix guided by Lemire's improved lower bound

Time series clustering along with optimizations for the Dynamic Time Warping distance

Results of timing experiments

This helper will produce the plot in the Explore tab panel.

This helper will create the data frame used to plot in the Explore tab panel

A shiny app for interactive clustering

Lemire's improved DTW lower bound

Keogh's DTW lower bound

Centroid for partition around medoids

This helper will parse comma-separated key-value pairs

Helper function for preprocessing/distance/centroid configurations

Wrapper for simple linear reinterpolation

Repeat a clustering configuration

Soft-DTW distance

Centroid calculation based on soft-DTW

Shape average of several time series

A shiny app for semi-supervised DTW-based clustering

Time series clustering

Control parameters for clusterings with tsclust()

Class definition for tsclustFamily

Methods for TSClusters

Coerce matrices or data frames to a list of time series

Subset of character trajectories data set

Wrapper for z-normalization