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 |

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 |

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' |

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 |

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