Carlos-Francisco Méndez-Cruz / lcg-faaa

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Carlos-Francisco Méndez-Cruz
c0489941 1 parent 4f1c7337

LSA soft clustering

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Showing 1 changed file with 4 additions and 5 deletions
1 -"""Pirated example from Gensim library (a NLP specialized tool): 1 +"""Adapted from Gensim library (a NLP specialized tool):
2 https://radimrehurek.com/gensim/tut2.html 2 https://radimrehurek.com/gensim/tut2.html
3 https://radimrehurek.com/gensim/wiki.html#latent-semantic-analysis 3 https://radimrehurek.com/gensim/wiki.html#latent-semantic-analysis
4 - 4 +and
5 Ignacio Arroyo 5 Ignacio Arroyo
6 """ 6 """
7 7
...@@ -106,13 +106,12 @@ for pertenence, sentence in zip(corpus_lsa, sentences): ...@@ -106,13 +106,12 @@ for pertenence, sentence in zip(corpus_lsa, sentences):
106 #print "%s\t\t%s" % (pertenence, sentence.split("\t")[0]) 106 #print "%s\t\t%s" % (pertenence, sentence.split("\t")[0])
107 p=[dict(pertenence)[x] if x in dict(pertenence) else 0.0 107 p=[dict(pertenence)[x] if x in dict(pertenence) else 0.0
108 for x in xrange(n_topics)] 108 for x in xrange(n_topics)]
109 - print "%s %s" % ("".join(sentence.split("\t")[0].split()), 109 + print("{} {}".format("".join(sentence.split("\t")[0].split()), "".join(str(p)[1:].strip("]").split(","))))
110 - "".join(str(p)[1:].strip("]").split(",")) )
111 else: 110 else:
112 if n<n_docs: 111 if n<n_docs:
113 pertenence=[dict(pertenence)[x] if x in dict(pertenence) else 0.0 112 pertenence=[dict(pertenence)[x] if x in dict(pertenence) else 0.0
114 for x in xrange(n_topics)] 113 for x in xrange(n_topics)]
115 - print "%s\t\t%s" % (pertenence, sentence) 114 + print("%s\t\t%s" % (pertenence, sentence))
116 n+=1 115 n+=1
117 else: 116 else:
118 break 117 break
...\ No newline at end of file ...\ No newline at end of file
......