k-shape/example.py

from kshape import kshape, zscore

time_series = [[1,2,3,4,5], [0,1,2,3,4], [3,2,1,0,-1], [1,2,2,3,3]]
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
add notes regarding real world gotchas 2016-05-18 14:29:40 +00:00			`time_series = [[1,2,3,4,5], [0,1,2,3,4], [3,2,1,0,-1], [1,2,2,3,3]]`
add example 2016-05-12 13:46:32 +00:00			`cluster_num = 2`
			`clusters = kshape(zscore(time_series), cluster_num)`
			`print(clusters)`