Man pages for Jakob-Bach/FastTSDistances
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 |
