func RunViterbiLog(sequence []string, c Config) {
s := gologspace.LogSpace{}
E := c.Emission(s)
T := c.Transition(s)
I := c.Initial(s)
v := hmm.NewViterbi(c.Tags, sequence, s, &I, &T, &E)
v.FillTrellis()
fmt.Printf("%s\n", v)
}
func BuildLabeled(sentences [][]string,
tags []hmm.Tag, s gologspace.Space, i hmm.Initial,
t hmm.Transition, e hmm.Emission) [][]hmm.LabeledWord {
labeledSentences := make([][]hmm.LabeledWord, len(sentences))
for iS, sentence := range sentences {
v := hmm.NewViterbi(tags, sentence, s, &i, &t, &e)
v.FillTrellis()
labeled, err := v.Labeled()
if err != nil {
log.Printf("Failed Sentence: %v\n", len(sentence))
log.Printf("Error: %v\n", err.Error())
labeledSentences[iS] = make([]hmm.LabeledWord, 0)
} else {
labeledSentences[iS] = labeled
}
if iS%3000 == 0 {
log.Println("Finished 3000 sentences")
}
}
return labeledSentences
}
