Python implementation of k-Shape
http://www.cs.columbia.edu/~jopa/kshape.html
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Jörg Thalheim
d3d3cdfa96
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7 years ago | |
|---|---|---|
| .envrc | 7 years ago | |
| .gitignore | 7 years ago | |
| README.md | 7 years ago | |
| example.py | 7 years ago | |
| kshape.py | 7 years ago | |
| requirements.txt | 7 years ago | |
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)