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comparison python/tests/storage.txt @ 872:c70adaeeddf5

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solved issue with latest version of scikit-learn
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Wed, 08 Feb 2017 16:32:15 -0500
parents 6db83beb5350
children 000555430b28
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871:6db83beb5350 872:c70adaeeddf5
90 >>> from numpy.random import random_sample 90 >>> from numpy.random import random_sample
91 >>> nPoints = 50 91 >>> nPoints = 50
92 >>> points = random_sample(nPoints*2).reshape(nPoints,2) 92 >>> points = random_sample(nPoints*2).reshape(nPoints,2)
93 >>> gmm = GaussianMixture(4, covariance_type = 'full') 93 >>> gmm = GaussianMixture(4, covariance_type = 'full')
94 >>> tmp = gmm.fit(points) 94 >>> tmp = gmm.fit(points)
95 >>> id = 0 95 >>> gmmId = 0
96 >>> savePOIs('pois-tmp.sqlite', gmm, 'end', id) 96 >>> savePOIs('pois-tmp.sqlite', gmm, 'end', gmmId)
97 >>> reloadedGmm = loadPOIs('pois-tmp.sqlite') 97 >>> reloadedGmm = loadPOIs('pois-tmp.sqlite')
98 >>> sum(gmm.predict(points) == reloadedGmm[id].predict(points)) == nPoints 98 >>> sum(gmm.predict(points) == reloadedGmm[gmmId].predict(points)) == nPoints
99 True 99 True
100 >>> reloadedGmm[id].gmmTypes[0] == 'end' 100 >>> reloadedGmm[gmmId].gmmTypes[0] == 'end'
101 True 101 True
102 >>> remove('pois-tmp.sqlite') 102 >>> remove('pois-tmp.sqlite')