# Time Series Clustering Along with Optimizations for the Dynamic Time Warping Distance

## Documentation for package ‘dtwclust’ version 3.0.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

dtwclust-package | Time series clustering along with optimizations for the Dynamic Time Warping distance
as.matrix | as.matrix
CharTraj | Subset of character trajectories data set
CharTrajLabels | Subset of character trajectories data set
CharTrajMV | Subset of character trajectories data set
clusterSim | Cluster Similarity Matrix
clusterSim-method | Cluster Similarity Matrix
create_dtwclust | Create formal 'dtwclust' objects
cvi | Cluster validity indices
cvi,dtwclust | Cluster validity indices
cvi-method | Cluster validity indices
DBA | DTW Barycenter Averaging
dtw2 | DTW distance with L2 norm
dtwclust | Time series clustering
dtwclust-class | Class definition for 'dtwclust'
dtwclust-methods | Methods for 'dtwclust'
dtwclustControl | Class definition for 'dtwclustControl'
dtwclustControl-class | Class definition for 'dtwclustControl'
dtwclustFamily | Class definition for 'dtwclustFamily'
dtwclustFamily-class | Class definition for 'dtwclustFamily'
dtw_basic | Basic DTW distance
dtw_lb | DTW distance matrix guided by Lemire's improved lower bound
GAK | Fast global alignment kernels
lb_improved | Lemire's improved DTW lower bound
lb_keogh | Keogh's DTW lower bound
NCCc | Cross-correlation with coefficient normalization
plot,dtwclust,missing | Methods for 'dtwclust'
plot-method | Methods for 'dtwclust'
plot.dtwclust | Methods for 'dtwclust'
predict,dtwclust | Methods for 'dtwclust'
predict-method | Methods for 'dtwclust'
predict.dtwclust | Methods for 'dtwclust'
randIndex | Compare partitions
randIndex,ANY,dtwclust | Compare partitions
randIndex,dtwclust,ANY | Compare partitions
randIndex,dtwclust,dtwclust | Compare partitions
randIndex-method | Compare partitions
reinterpolate | Wrapper for simple linear reinterpolation
SBD | Shape-based distance
shape_extraction | Shape average of several time series
show,dtwclust | Methods for 'dtwclust'
show-method | Methods for 'dtwclust'
TADPole | TADPole clustering
uciCT | Subset of character trajectories data set
ucict | Subset of character trajectories data set
update,dtwclust | Methods for 'dtwclust'
update-method | Methods for 'dtwclust'
update.dtwclust | Methods for 'dtwclust'
zscore | Wrapper for z-normalization