Man pages for asardaes/dtwclust
Time Series Clustering Along with Optimizations for the Dynamic Time Warping Distance
| as.matrix | as.matrix |
| compare_clusterings | Compare different clustering configurations |
| compare_clusterings_configs | Create clustering configurations. |
| compute_envelope | Time series warping envelopes |
| cvi | Cluster validity indices |
| cvi_evaluators | Cluster comparison based on CVIs |
| DBA | DTW Barycenter Averaging |
| Distmat-class | Distance matrix |
| Distmat-generics | Generics for 'Distmat' |
| dtw2 | DTW distance with L2 norm |
| dtw_basic | Basic DTW distance |
| dtwclust-package | Time series clustering along with optimizations for the... |
| dtwclustTimings | Results of timing experiments |
| dtw_lb | DTW distance matrix guided by Lemire's improved lower bound |
| explore__plot | This helper will produce the plot in the Explore tab panel. |
| explore__tidy_series | This helper will create the data frame used to plot in the... |
| GAK | Fast global alignment kernels |
| 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 |
| PairTracker-class | Helper for semi-supervised DTW clustering |
| pam_cent | Centroid for partition around medoids |
| parse_input | This helper will parse comma-separated key-value pairs |
| pdc_configs | Helper function for preprocessing/distance/centroid... |
| reinterpolate | Wrapper for simple linear reinterpolation |
| repeat_clustering | Repeat a clustering configuration |
| SBD | Shape-based distance |
| sdtw | Soft-DTW distance |
| sdtw_cent | Centroid calculation based on soft-DTW |
| shape_extraction | Shape average of several time series |
| SparseDistmat-class | Sparse distance matrix |
| SparseDistmat-generics | Generics for 'SparseDistmat' |
| ssdtwclust | A shiny app for semi-supervised DTW-based clustering |
| TADPole | TADPole clustering |
| tsclust | Time series clustering |
| tsclust-controls | Control parameters for clusterings with 'tsclust()' |
| TSClusters-class | Class definition for 'TSClusters' and derived classes |
| tsclusters-methods | Methods for 'TSClusters' |
| tsclustFamily-class | Class definition for 'tsclustFamily' |
| tslist | Coerce matrices or data frames to a list of time series |
| uciCT | Subset of character trajectories data set |
| zscore | Wrapper for z-normalization |
