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Update core.py #5

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2 changes: 1 addition & 1 deletion svd2vec/core.py
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Original file line number Diff line number Diff line change
Expand Up @@ -177,7 +177,7 @@ def build_vocabulary(self, documents):
bar.update()
self.d_alpha = np.sum(np.power([self.terms_counts[c] for c in self.terms_counts], self.cds_alpha))
bar.update()
self.terms_counts_cds_powered = {word: self.d_alpha / np.power(self.terms_counts[word], self.cds_alpha) for word in self.terms_counts}
self.terms_counts_cds_powered = {word: np.power(self.terms_counts[word], self.cds_alpha) / self.d_alpha for word in self.terms_counts}
bar.update()

self.vocabulary = OrderedDict([(w, i) for i, (w, c) in enumerate(self.terms_counts.most_common())])
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