source: liacs/dbdm/dbdm_4/UnfairCasino.py@ 405

Last change on this file since 405 was 60, checked in by Rick van der Zwet, 15 years ago

Playing around with GHMM and seems to work pretty well
File size: 6.3 KB
RevLine 
[60]1from ghmm import *
2# File: UnfairCasino.py example from the GHMM tutorial
3#
4alph = IntegerRange(1,7)
5train_seq = EmissionSequence(alph, [1, 6, 2, 5, 5, 4, 5, 1, 2, 1, 3, 6, 6, 3, 2, 1, 4, 4, 1, 1, 4, 2, 1, 1, 6, 3, 3, 2, 1, 4, 4, 3, 3, 5, 3, 3, 3, 3, 4, 3, 1, 5, 4, 1, 4, 5, 1, 1, 3, 4, 3, 5, 5, 1, 5, 2, 1, 5, 3, 6, 3, 6, 5, 6, 5, 3, 3, 1, 2, 6, 3, 3, 2, 2, 5, 4, 1, 5, 6, 3, 3, 5, 1, 5, 2, 3, 1, 1, 1, 5, 6, 4, 5, 5, 1, 6, 2, 6, 5, 3, 1, 1, 3, 3, 1, 1, 2, 5, 2, 3, 2, 4, 1, 5, 5, 5, 4, 6, 5, 6, 3, 1, 6, 1, 5, 4, 3, 1, 3, 1, 2, 6, 3, 5, 2, 1, 3, 6, 4, 4, 4, 4, 3, 5, 1, 6, 4, 4, 3, 5, 1, 5, 5, 5, 5, 6, 5, 1, 6, 1, 1, 4, 1, 4, 2, 6, 6, 2, 5, 4, 5, 5, 4, 3, 3, 6, 5, 4, 1, 5, 3, 3, 3, 2, 5, 6, 2, 3, 3, 5, 1, 3, 4, 5, 1, 6, 3, 2, 4, 5, 2, 2, 5, 1, 4, 5, 1, 5, 6, 5, 3, 4, 6, 1, 3, 2, 4, 6, 6, 3, 1, 6, 5, 2, 5, 4, 4, 4, 4, 2, 6, 3, 3, 2, 1, 1, 6, 5, 3, 3, 3, 4, 5, 6, 1, 6, 2, 3, 1, 4, 6, 5, 3, 1, 2, 4, 6, 2, 6, 2, 1, 2, 6, 5, 6, 1, 4, 4, 1, 5, 5, 5, 3, 4, 4, 5, 2, 2, 5, 1, 2, 1, 3, 2, 3, 3, 3, 5, 3, 5, 2, 3, 5, 5, 5, 2, 6, 2, 5, 6, 4, 5, 4, 4, 3, 3, 6, 2, 3, 2, 2, 6, 1, 1, 1, 4, 1, 2, 6, 1, 4, 5, 2, 6, 2, 6, 6, 3, 2, 4, 2, 2, 2, 3, 3, 4, 4, 1, 1, 1, 5, 3, 4, 3, 5, 3, 3, 3, 4, 6, 1, 1, 6, 4, 2, 4, 6, 4, 1, 5, 1, 4, 5, 5, 4, 6, 1, 3, 5, 1, 5, 3, 1, 6, 6, 3, 3, 2, 4, 4, 3, 1, 2, 5, 3, 5, 4, 5, 3, 2, 2, 6, 4, 4, 2, 6, 4, 6, 1, 4, 6, 3, 3, 4, 6, 3, 2, 3, 5, 3, 5, 4, 2, 2, 2, 1, 4, 1, 5, 1, 1, 1, 6, 6, 3, 4, 4, 5, 1, 2, 4, 3, 3, 1, 1, 5, 6, 1, 3, 4, 6, 2, 4, 5, 2, 1, 1, 2, 6, 5, 4, 3, 5, 4, 5, 2, 5, 1, 1, 5, 4, 3, 6, 5, 3, 6, 4, 2, 3, 5, 1, 4, 6, 1, 2, 6, 1, 3, 5, 2, 1, 2, 6, 1, 2, 5, 4, 4, 5, 5, 1, 4, 3, 1, 6, 5, 4, 3, 4, 2, 4, 2, 6, 6, 3, 3, 6, 1, 5, 6, 4, 1, 3, 2, 2, 1, 3, 4, 6, 3, 5, 5, 1, 5, 5, 2, 5, 3, 3, 1, 3, 4, 2, 1, 1, 2, 1, 5, 1, 5, 4, 2, 6, 3, 5, 6, 6, 2, 2, 5, 6, 1, 5, 3, 1, 2, 1, 2, 3, 4, 5, 5, 4, 3, 3, 3, 4, 6, 2, 5, 2, 5, 5, 3, 1, 4, 3, 6, 2, 5, 6, 3, 4, 2, 6, 2, 5, 1, 3, 1, 2, 2, 1, 4, 1, 6, 1, 4, 5, 5, 5, 2, 3, 2, 5, 1, 6, 2, 5, 5, 1, 4, 4, 6, 1, 3, 1, 1, 4, 3, 1, 2, 1, 1, 1, 4, 2, 2, 2, 1, 2, 3, 5, 5, 4, 4, 4, 6, 3, 6, 4, 3, 5, 2, 4, 4, 5, 6, 2, 6, 5, 5, 3, 1, 5, 4, 4, 1, 5, 3, 3, 1, 2, 6, 3, 6, 6, 6, 6, 1, 1, 3, 2, 5, 6, 4, 3, 4, 6, 5, 2, 2, 1, 2, 5, 5, 6, 1, 5, 2, 5, 6, 2, 4, 5, 4, 2, 5, 5, 4, 3, 4, 1, 6, 1, 1, 6, 2, 2, 1, 3, 4, 3, 1, 1, 6, 1, 1, 1, 4, 4, 4, 1, 5, 6, 4, 4, 2, 1, 4, 6, 6, 2, 3, 6, 2, 4, 3, 4, 3, 3, 3, 4, 1, 2, 4, 3, 3, 6, 2, 4, 1, 1, 2, 5, 4, 6, 3, 1, 2, 1, 3, 2, 1, 3, 6, 2, 2, 2, 5, 1, 1, 6, 6, 6, 1, 4, 2, 6, 2, 3, 3, 2, 4, 1, 2, 5, 2, 6, 3, 5, 6, 2, 1, 3, 6, 5, 1, 4, 1, 4, 6, 4, 4, 4, 2, 2, 3, 6, 4, 6, 5, 4, 2, 2, 5, 5, 3, 4, 2, 3, 3, 6, 6, 3, 1, 5, 5, 5, 6, 4, 2, 6, 5, 4, 5, 6, 3, 1, 1, 5, 4, 5, 5, 3, 5, 3, 2, 2, 1, 3, 3, 6, 5, 3, 5, 1, 2, 5, 2, 4, 1, 5, 2, 1, 2, 5, 3, 1, 3, 4, 4, 1, 5, 1, 3, 1, 2, 6, 3, 6, 1, 3, 5, 2, 6, 6, 5, 2, 3, 6, 3, 3, 4, 5, 1, 6, 4, 2, 4, 1, 4, 3, 3, 4, 2, 3, 1, 6, 2, 4, 3, 5, 2, 2, 4, 5, 1, 3, 2, 2, 1, 6, 3, 2, 1, 2, 1, 5, 4, 2, 1, 4, 5, 5, 3, 4, 4, 6, 5, 3, 6, 5, 3, 6, 5, 6, 3, 3, 5, 3, 3, 2, 4, 2, 6, 3, 2, 6, 5, 5, 5, 3, 3, 1, 2, 5, 1, 3, 6, 3, 3, 5, 1, 4, 4, 4, 2, 3, 4, 2, 6, 1, 6, 1, 4, 3, 2, 1, 3, 5, 4, 6, 5, 6, 6, 6, 4, 2, 4, 3, 5, 1, 1, 1, 5, 4, 6, 2, 2, 4, 3, 2, 1, 6, 2, 1, 6, 1, 6, 5, 1, 6, 4, 3, 6, 5, 4, 4, 1, 3, 4, 3, 1, 6, 4, 4, 2, 1, 2, 5, 5, 1, 4, 3, 2, 3, 2, 1, 4, 6, 3, 6, 6, 1, 5, 3, 6, 1, 3, 6, 6, 5, 3, 2, 4, 6, 2, 4, 4, 4, 2, 4, 4, 3, 6, 5, 3, 4, 1, 3, 3, 1, 6, 1, 4, 1, 6, 3, 5, 2, 1, 5, 4, 2, 4, 6, 1, 4, 3, 1, 1, 3, 2, 5, 5, 1, 1, 5, 3, 4, 3, 1, 3, 2, 5, 6, 2, 1, 3, 2, 6, 3, 6, 4, 4, 3, 5, 3, 2, 5, 2, 3, 2, 4, 2, 6, 2, 4, 6, 5, 5, 2, 3, 5, 6, 4, 3, 1, 3, 3, 2, 2, 2, 3, 6, 1, 6, 3, 1, 6, 3, 1, 3, 1, 1, 1, 4, 3, 1, 5, 4, 6, 2, 1, 6, 2, 2, 2, 1, 5, 5, 1, 2, 5, 5, 2, 5, 2, 4, 5, 1, 5, 5, 6, 6, 5, 3, 5, 6, 2, 5, 5, 5, 1, 2, 2, 4, 2, 4, 5, 5, 1, 4, 1, 5, 3, 5, 1, 4, 2, 1, 2, 2, 2, 4, 4, 4, 4, 2, 1, 1, 4, 5, 4, 1, 2, 2, 3, 5, 6, 4, 1, 1, 1, 3, 6, 1, 2, 4, 3, 2, 3, 2, 3, 6, 6, 3, 4, 4, 4, 6, 6, 2, 6, 6, 3, 2, 3, 5, 1, 2, 4, 1, 3, 5, 5, 1, 2, 5, 1, 5, 6, 2, 6, 2, 1, 1, 4, 4, 2, 1, 5, 2, 3, 4, 4, 2, 5, 2, 5, 5, 5, 3, 1, 4, 6, 6, 5, 5, 1, 3, 3, 6, 5, 6, 2, 1, 1, 1, 5, 4, 3, 1, 1, 2, 1, 3, 1, 6, 1, 5, 1, 2, 6, 1, 2, 2, 2, 5, 1, 2, 6, 5, 2, 2, 1, 3, 6, 2, 6, 1, 1, 6, 3, 5, 2, 6, 3, 1, 1, 4, 3, 5, 2, 3, 2, 4, 5, 1, 2, 5, 5, 3, 1, 4, 4, 5, 5, 5, 3, 2, 1, 3, 1, 3, 2, 2, 5, 6, 5, 2, 2, 6, 4, 1, 4, 2, 3, 5, 2, 5, 5, 6, 4, 6, 4, 3, 5, 4, 3, 5, 2, 6, 5, 5, 5, 1, 4, 6, 5, 3, 5, 5, 4, 5, 4, 4, 3, 1, 6, 4, 1, 5, 5, 6, 3, 2, 4, 3, 4, 4, 4, 5, 3, 3, 4, 2, 5, 3, 6, 1, 4, 5, 5, 6, 1, 4, 1, 1, 2, 2, 1, 3, 5, 1, 1, 2, 1, 2, 1, 1, 2, 3, 1, 3, 5, 5, 6, 4, 3, 5, 6, 1, 3, 4, 5, 6, 3, 1, 5, 4, 2, 3, 2, 6, 4, 6, 6, 6, 4, 1, 5, 1, 6, 4, 6, 6, 1, 3, 1, 4, 6, 2, 1, 4, 2, 4, 4, 4, 6, 6, 1, 6, 3, 6, 5, 3, 5, 3, 5, 6, 6, 1, 6, 2, 2, 1, 6, 1, 1, 1, 6, 3, 3, 6, 5, 1, 1, 4, 4, 2, 6, 5, 3, 4, 6, 5, 4, 2, 2, 1, 5, 3, 5, 5, 5, 4, 4, 6, 4, 4, 3, 1, 1, 6, 2, 3, 3, 3, 6, 5, 2, 1, 3, 1, 4, 4, 2, 3, 1, 2, 6, 1, 6, 4, 4, 3, 1, 4, 6, 1, 5, 4, 5, 3, 2, 2, 5, 5, 3, 6, 1, 2, 5, 5, 5, 4, 4, 4, 5, 1, 2, 4, 1, 6, 4, 3, 4, 4, 2, 4, 3, 4, 3, 5, 2, 3, 2, 3, 6, 6, 5, 2, 5, 5, 1, 4, 3, 5, 6, 5, 5, 1, 5, 3, 1, 3, 2, 2, 5, 6, 2, 6, 6, 4, 5, 2, 3, 1, 5, 5, 2, 2, 6, 5, 2, 5, 5, 3, 4, 6, 2, 1, 5, 6, 3, 2, 3, 2, 6, 6, 1, 4, 6, 5, 6, 6, 6, 5, 6, 6, 3, 6, 6, 4, 5, 5, 4, 6, 5, 2, 6, 6, 3, 3, 3, 3, 6, 5, 5, 6, 1, 3, 6, 1, 1, 1, 3, 4, 4, 4, 1, 4, 6, 6, 1, 5, 4, 1, 3, 2, 4, 5, 3, 6, 2, 3, 3, 3, 4, 5, 3, 2, 4, 4, 2, 3, 6, 4, 6, 6, 1, 2, 1, 2, 3, 1, 6, 5, 4, 4, 4, 5, 6, 6, 1, 5, 4, 1, 4, 3, 2, 1, 3, 2, 3, 1, 6, 5, 2, 3, 6, 6, 1, 1, 5, 2, 2, 1, 3, 2, 5, 2, 6, 5, 4, 5, 2, 2, 1, 6, 3, 1, 5, 1, 6, 4, 6, 3, 3, 1, 1, 4, 4, 6, 4, 2, 1, 6, 2, 4, 3, 4, 4, 5, 5, 2, 1, 4, 3, 5, 6, 6, 6, 2, 5, 6, 2, 3, 2, 4, 5, 6, 3, 3, 5, 4, 1, 1, 1, 2, 5, 6, 1, 4, 5, 3, 4, 2, 1, 6, 6, 4, 2, 6, 4, 3, 1, 2, 4, 2, 4, 6, 5, 6, 5, 6, 4, 4, 1, 2, 4, 6, 6, 1, 5, 2, 3, 2, 1, 5, 4, 1, 4, 4, 3, 6, 4, 6, 1, 6, 6, 2, 3, 5, 4, 3, 2, 1, 4, 3, 2, 2, 4, 5, 2, 1, 6, 1, 6, 1, 5, 1, 3, 1, 1, 6, 5, 6, 6, 6, 4, 6, 3, 4, 1, 4, 1, 1, 6, 3, 1, 3, 3, 4, 5, 2, 5, 4, 3, 1, 5, 5, 6, 6, 6, 5, 3, 6, 2, 4, 5, 6, 2, 3, 2, 3, 1, 3, 6, 4, 4, 5, 5, 5, 3, 1, 1, 6, 1, 4, 1, 2, 3, 3, 2, 3, 4, 1])
6
7test_seq = EmissionSequence(alph,[4, 6, 1, 1, 5, 2, 5, 3, 4, 2, 1, 6, 1, 5, 5, 5, 6, 2, 4, 3, 4, 3, 4, 1, 3, 4, 2, 2, 3, 3, 2, 6, 6, 3, 6, 4, 1, 4, 4, 4, 6, 2, 1, 1, 2, 2, 2, 3, 5, 1, 2, 1, 4, 2, 6, 1, 6, 4, 4, 1, 1, 4, 6, 5, 1, 2, 5, 6, 3, 5, 1, 1, 2, 2, 1, 1, 5, 4, 6, 6, 3, 5, 4, 4, 4, 3, 3, 6, 6, 2, 1, 2, 1, 3, 2, 6, 2, 4, 2, 4])
8
9test_vit = []
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