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comparison scripts/learn-poi.py @ 871:6db83beb5350

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work in progress to update gaussian mixtures
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Fri, 03 Feb 2017 16:26:18 -0500
parents 5a68779d7777
children 1cd878812529
comparison
equal deleted inserted replaced
870:1535251a1f40 871:6db83beb5350
38 gmmId=0 38 gmmId=0
39 for nClusters, points, gmmType in zip([args.nOriginClusters, nDestinationClusters], 39 for nClusters, points, gmmType in zip([args.nOriginClusters, nDestinationClusters],
40 [beginnings, ends], 40 [beginnings, ends],
41 ['beginning', 'end']): 41 ['beginning', 'end']):
42 # estimation 42 # estimation
43 gmm = mixture.GMM(n_components=nClusters, covariance_type = args.covarianceType) 43 gmm = mixture.GaussianMixture(n_components=nClusters, covariance_type = args.covarianceType)
44 model=gmm.fit(beginnings) 44 model=gmm.fit(beginnings)
45 if not model.converged_: 45 if not model.converged_:
46 print('Warning: model for '+gmmType+' points did not converge') 46 print('Warning: model for '+gmmType+' points did not converge')
47 # plot 47 # plot
48 if args.display: 48 if args.display: