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 |
compare_clusterings |
Compare different clustering configurations |
compare_clusterings_configs |
Create clustering configurations. |
compute_envelope |
Time series warping envelopes |
cvi |
Cluster validity indices |
cvi,FuzzyTSClusters |
Cluster validity indices |
cvi,HierarchicalTSClusters |
Cluster validity indices |
cvi,PartitionalTSClusters |
Cluster validity indices |
cvi-method |
Cluster validity indices |
cvi_evaluators |
Cluster comparison based on CVIs |
DBA |
DTW Barycenter Averaging |
dba |
DTW Barycenter Averaging |
DistmatLowerTriangular |
Distance matrix's lower triangular |
DistmatLowerTriangular-class |
Distance matrix's lower triangular |
dtw2 |
DTW distance with L2 norm |
dtwclust |
Time series clustering along with optimizations for the Dynamic Time Warping distance |
dtwclustTimings |
Results of timing experiments |
dtw_basic |
Basic DTW distance |
dtw_lb |
DTW distance matrix guided by Lemire's improved lower bound |
FuzzyTSClusters |
Class definition for 'TSClusters' and derived classes |
FuzzyTSClusters-class |
Class definition for 'TSClusters' and derived classes |
fuzzy_control |
Control parameters for clusterings with 'tsclust()' |
GAK |
Fast global alignment kernels |
gak |
Fast global alignment kernels |
HierarchicalTSClusters |
Class definition for 'TSClusters' and derived classes |
HierarchicalTSClusters-class |
Class definition for 'TSClusters' and derived classes |
hierarchical_control |
Control parameters for clusterings with 'tsclust()' |
initialize,TSClusters |
Methods for 'TSClusters' |
initialize-method |
Methods for 'TSClusters' |
interactive_clustering |
A shiny app for interactive clustering |
lb_improved |
Lemire's improved DTW lower bound |
lb_keogh |
Keogh's DTW lower bound |
NCCc |
Cross-correlation with coefficient normalization |
pam_cent |
Centroid for partition around medoids |
PartitionalTSClusters |
Class definition for 'TSClusters' and derived classes |
PartitionalTSClusters-class |
Class definition for 'TSClusters' and derived classes |
partitional_control |
Control parameters for clusterings with 'tsclust()' |
pdc_configs |
Helper function for preprocessing/distance/centroid configurations |
plot,TSClusters,missing |
Methods for 'TSClusters' |
plot-method |
Methods for 'TSClusters' |
plot.TSClusters |
Methods for 'TSClusters' |
predict,TSClusters |
Methods for 'TSClusters' |
predict-method |
Methods for 'TSClusters' |
predict.TSClusters |
Methods for 'TSClusters' |
reinterpolate |
Wrapper for simple linear reinterpolation |
repeat_clustering |
Repeat a clustering configuration |
SBD |
Shape-based distance |
sbd |
Shape-based distance |
sdtw |
Soft-DTW distance |
sdtw_cent |
Centroid calculation based on soft-DTW |
shape_extraction |
Shape average of several time series |
show,TSClusters |
Methods for 'TSClusters' |
show-method |
Methods for 'TSClusters' |
ssdtwclust |
A shiny app for semi-supervised DTW-based clustering |
TADPole |
TADPole clustering |
tadpole |
TADPole clustering |
tadpole_control |
Control parameters for clusterings with 'tsclust()' |
tsclust |
Time series clustering |
tsclust-controls |
Control parameters for clusterings with 'tsclust()' |
TSClusters |
Class definition for 'TSClusters' and derived classes |
TSClusters-class |
Class definition for 'TSClusters' and derived classes |
TSClusters-methods |
Methods for 'TSClusters' |
tsclusters-methods |
Methods for 'TSClusters' |
tsclustFamily |
Class definition for 'tsclustFamily' |
tsclustFamily-class |
Class definition for 'tsclustFamily' |
tsclust_args |
Control parameters for clusterings with 'tsclust()' |
tslist |
Coerce matrices or data frames to a list of time series |
uciCT |
Subset of character trajectories data set |
ucict |
Subset of character trajectories data set |
update,TSClusters |
Methods for 'TSClusters' |
update-method |
Methods for 'TSClusters' |
update.TSClusters |
Methods for 'TSClusters' |
zscore |
Wrapper for z-normalization |