Fast dissimilarity computations for time series

averageTimeSeries_fast | Average Univariate Time Series |

averageTimeSeriesList | Average Time Series |

averageTimeSeriesMult_fast | Average Multivariate Time Series |

calcCompDist | Formula for the Complexity-Based Dissimilarity |

clusterEntropy_fast | Entropy for Clusterings |

compDist | Compression-/Complexity-based Dissimilarity |

compDistOneTSList | Compression-/Complexity-based Dissimilarity for One List |

compDistTSList | Compression-/Complexity-based Dissimilarity |

compDistTwoTSLists | Compression-/Complexity-based Dissimilarity for Two Lists |

conditionalEntropy_fast | Conditional Entropy to Compare Clusterings |

corDist_fast | (Fast) Correlation-based Dissimilarity |

cortFactor_fast | Temporal Correlation-Based Correction Factor for a Time... |

cortFactorMult_fast | Multi-variate Temporal Correlation-Based Correction Factor |

crossCorNormalized | Normalized Cross-Correlation Function |

DTWDist_fast | (Fast) Dynamic Time Warping Dissimilarity |

DTWDistMult_fast | (Fast) Multi-variate Dynamic Time Warping Dissimilarity |

DTWDistSakoeChiba_fast | (Fast) Dynamic Time Warping Dissimilarity with a Sakoe-Chiba... |

DTWDistSakoeChibaMult_fast | (Fast) Multi-variate Dynamic Time Warping Dissimilarity with... |

EDRDist_fast | (Fast) Edit Distance on Real Sequence |

EDRDistMult_fast | (Fast) Multi-variate Edit Distance on Real Sequence |

EDRDistSakoeChiba_fast | (Fast) Edit Distance on Real Sequence and Sakoe-Chiba Window |

EDRDistSakoeChibaMult_fast | (Fast) Multi-variate Edit Distance on Real Sequence and... |

ERPDist | (Fast) Edit Distance with Real Penalty |

ERPDist_fast | (Even Faster) Edit Distance with Real Penalty |

ERPDistMult_fast | (Fast) Multi-variate Edit Distance with Real Penalty |

ERPDistSakoeChiba | (Fast) Edit Distance with Real Penalty and Sakoe-Chiba Window |

ERPDistSakoeChiba_fast | (Even Faster) Edit Distance with Real Penalty and Sakoe-Chiba... |

ERPDistSakoeChibaMult_fast | (Fast) Multi-variate Edit Distance with Real Penalty and... |

FastTSDistances | Fast Distance Measures for Time Series |

fowlkesMallows_fast | Fowlkes-Mallows Index |

generalizedDB_fast | Generalized Davies-Bouldin Index |

generalizedDunn_fast | Generalized Dunn Index |

iGeneralizedDB_fast | Inverted Generalized Davies-Bouldin Index |

l1Dist_fast | (Fast) L1 Distance |

l1DistMult_fast | (Fast) Multi-variate L1 Distance |

l2CompCorFactor_fast | L2 Complexity Correction Factor for a Time Series Distance |

l2CompCorFactorMult_fast | Multi-variate L2 Complexity Correction Factor |

l2Dist | L2 Distance |

l2Dist_fast | (Fast) L2 Distance |

l2DistMult_fast | (Fast) Multi-variate L2 Distance |

l2Norm_fast | (Fast) L2 Norm |

lmaxDist_fast | (Fast) Chebyshev Distance |

lmaxDistMult_fast | (Fast) Multi-variate Chebyshev Distance |

minMaxNormalize | Min-Max Normalization |

PAA_fast | Piecewise Aggregate Approximation |

pairCVIParameters_fast | Statistics for External CVIs based on Pairwise Comparison |

pdcDistOneTSList | Permutation Distribution Distance for One List of Time Series |

pdcDistOneTSListMult | Multi-variate Permutation Distribution Distance for One List... |

pdcDistTSList | Permutation Distribution Distance for a List of Time Series |

pdcDistTSListMult | Multi-variate Permutation Distribution Distance for a List of... |

pdcDistTwoTS | Permutation Distribution Distance for Two Time Series |

pdcDistTwoTSLists | Permutation Distribution Distance for Two Lists of Time... |

pdcDistTwoTSListsMult | Multi-variate Permutation Distribution Distance for Two Lists... |

pdcDistTwoTSMult | Multi-variate Permutation Distribution Distance for Two Time... |

pdcEntropy | Permutation Distribution Entropy |

pdcEntropyHeuristic | Permutation Distribution Entropy Heuristic |

pdcEntropyHeuristicMult | Multi-variate Permutation Distribution Entropy Heuristic |

phi_fast | Phi Coefficient |

PKurtAA_fast | Piecewise Kurtosis Aggregate Approximation |

PMaxAA_fast | Piecewise Maximum Aggregate Approximation |

PMedAA_fast | Piecewise Median Aggregate Approximation |

PMinAA_fast | Piecewise Minimum Aggregate Approximation |

PSDAA_fast | Piecewise Standard Deviation Aggregate Approximation |

PSkewAA_fast | Piecewise Skewness Aggregate Approximation |

purity_fast | Purity Measure |

randIndex_fast | Rand Index |

SAX_fast | Symbolic Aggregate Aproximation |

SAXLimitsDataAdaptive | Symbolic Aggregate Aproximation Limits (Flexible) |

SAXLimitsOriginal | Symbolic Aggregate Aproximation Limits (Standard) |

shapeBasedDistance | Shape-Based Distance |

subVectorMean_fast | Mean with Weighted First And Last Element |

tempCor_fast | Temporal Correlation |

tsCrossDistMat | Compute cross-distance matrix |

vanDongen_fast | Van Dongen Criterion |

vectorCrossDistMat | Pairwise Absolute Distance |

VI_fast | Variation of Information and Normalized Mutual Information |

znormalize | Z-normalization |

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