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comparison python/tests/storage.txt @ 805:180b6b0231c0

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added saving/loading points of interests
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Thu, 09 Jun 2016 15:36:21 -0400
parents 1b22d81ef5ff
children 119c4efe6398
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801:c5f98916297e 805:180b6b0231c0
73 >>> strio = StringIO('# asdlfjasdlkj0\nsadlkfjsdlakjf') 73 >>> strio = StringIO('# asdlfjasdlkj0\nsadlkfjsdlakjf')
74 >>> readline(strio, '%*$') 74 >>> readline(strio, '%*$')
75 '# asdlfjasdlkj0' 75 '# asdlfjasdlkj0'
76 >>> readline(strio, '%#') 76 >>> readline(strio, '%#')
77 'sadlkfjsdlakjf' 77 'sadlkfjsdlakjf'
78
79 >>> from sklearn.mixture import GMM
80 >>> from numpy.random import random_sample
81 >>> nPoints = 50
82 >>> points = random_sample(nPoints*2).reshape(nPoints,2)
83 >>> gmm = GMM(4, covariance_type = 'full')
84 >>> tmp = gmm.fit(points)
85 >>> id = 0
86 >>> savePOIs('pois-tmp.sqlite', gmm, 'end', id)
87 >>> reloadedGmm = loadPOIs('pois-tmp.sqlite')
88 >>> sum(gmm.predict(points) == reloadedGmm[id].predict(points)) == nPoints
89 True
90 >>> reloadedGmm[id].gmmTypes[0] == 'end'
91 True
92 >>> remove('pois-tmp.sqlite')