k-shape/example.py

from kshape import kshape, zscore
import numpy as np

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)
print(clusters)
update example (without scipy) 2016-05-18 13:00:50 +00:00			`from kshape import kshape, zscore`
add example 2016-05-12 13:46:32 +00:00			`import numpy as np`

			`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)`
			`print(clusters)`