k-shape

Python implementation of k-Shape http://www.cs.columbia.edu/~jopa/kshape.html

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README.md

k-Shape

Python implementation of k-Shape

Usage

from kshape import kshape
import numpy as np
from scipy.stats import zscore

time_series = [[1,2,3,4], [0,1,2,3], [-1,1,-1,1], [1,2,2,3]]
cluster_num = 2
clusters = kshape(zscore(time_series), cluster_num)