DTAIDistance
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Usage

  • Installation
  • Dynamic Time Warping (DTW)
  • Euclidean Distance (ED)
  • Clustering
  • Subsequence
  • Sequences
  • Similarity vs Distance
  • Advanced features
  • Changelist

Modules

  • dtaidistance.dtw
  • best_path()
  • best_path2()
  • distance()
  • distance_fast()
  • distance_matrix()
  • distance_matrix_fast()
  • distances_array_to_matrix()
  • lb_keogh()
  • ub_euclidean()
  • warp()
  • warping_amount()
  • warping_path()
  • warping_path_fast()
  • warping_path_penalty()
  • warping_path_prob()
  • warping_paths()
  • warping_paths_affinity()
  • warping_paths_affinity_fast()
  • warping_paths_fast()
  • DTWSettings
  • dtaidistance.dtw_visualisation
  • plot_average()
  • plot_warp()
  • plot_warping()
  • plot_warping_single_ax()
  • plot_warpingpaths()
  • dtaidistance.dtw_ndim
  • distance()
  • distance_fast()
  • distance_matrix()
  • distance_matrix_fast()
  • ub_euclidean()
  • warping_path()
  • warping_paths()
  • warping_paths_fast()
  • dtaidistance.dtw_barycenter
  • dba()
  • dba_loop()
  • dtaidistance.ed
  • distance()
  • clustering
    • dtaidistance.clustering.hierarchical
    • BaseTree
    • Hierarchical
    • HierarchicalTree
    • Hooks
    • LinkageTree
    • dtaidistance.clustering.kmeans
    • KMeans
    • dtaidistance.clustering.medoids
    • KMedoids
    • Medoids
  • subsequence
  • dtaidistance.preprocessing
  • derivative()
  • differencing()
  • logdomain()
  • mixedlinearlogdomain()
  • smoothing()
  • znormal()
DTAIDistance
  • clustering
  • Edit on GitHub

clustering

Clustering

  • dtaidistance.clustering.hierarchical
  • BaseTree
    • BaseTree.get_linkage()
    • BaseTree.maxnode
    • BaseTree.plot()
    • BaseTree.to_dot()
  • Hierarchical
    • Hierarchical.fit()
    • Hierarchical.plot()
  • HierarchicalTree
    • HierarchicalTree.fit()
    • HierarchicalTree.get_linkage()
    • HierarchicalTree.maxnode
    • HierarchicalTree.plot()
    • HierarchicalTree.to_dot()
  • Hooks
    • Hooks.create_orderhook()
    • Hooks.create_weighthook()
  • LinkageTree
    • LinkageTree.fit()
    • LinkageTree.get_linkage()
    • LinkageTree.maxnode
    • LinkageTree.plot()
    • LinkageTree.to_dot()
  • dtaidistance.clustering.kmeans
  • KMeans
    • KMeans.fit()
    • KMeans.fit_fast()
    • KMeans.kmeansplusplus_centers()
    • KMeans.kmedoids_centers()
    • KMeans.plot()
  • dtaidistance.clustering.medoids
  • KMedoids
    • KMedoids.fit()
    • KMedoids.plot()
  • Medoids
    • Medoids.plot()
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