Introduces the StrictlyMinimumDistance type to replace passing Metric directly to dataset_distance
Makes Centroid the default
This centroid method calculates the distance of the centroids of the datasets, instead of calculating the distances across all points in the data. This is several thousand times faster than the previous default method of a given Metric. Of course, it isn't as "strict".
cc @awage you probably want to be using this method. I'll make this the default as well (notice I haven't updated Attractors.jl yet to use StateSpaceSets.jl. Will do the update soon)
This PR:
Centroiddistance methodStrictlyMinimumDistancetype to replace passingMetricdirectly todataset_distanceCentroidthe defaultThis centroid method calculates the distance of the centroids of the datasets, instead of calculating the distances across all points in the data. This is several thousand times faster than the previous default method of a given
Metric. Of course, it isn't as "strict".cc @awage you probably want to be using this method. I'll make this the default as well (notice I haven't updated Attractors.jl yet to use StateSpaceSets.jl. Will do the update soon)