How to use the yake.datarepresentation.DataCore function in yake

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github LIAAD / yake / yake / yake.py View on Github external
def extract_keywords(self, text):
        text = text.replace('\n\t',' ')
        dc = DataCore(text=text, stopword_set=self.stopword_set, windowsSize=self.windowsSize, n=self.n)
        dc.build_single_terms_features(features=self.features)
        dc.build_mult_terms_features(features=self.features)
        resultSet = []
        todedup = sorted([cc for cc in dc.candidates.values() if cc.isValid()], key=lambda c: c.H)

        if self.dedupLim >= 1.:
            return ([ (cand.H, cand.unique_kw) for cand in todedup])[:self.top]

        for cand in todedup:
            toadd = True
            for (h, candResult) in resultSet:
                dist = self.dedu_function(cand.unique_kw, candResult.unique_kw)
                if dist > self.dedupLim:
                    toadd = False
                    break
            if toadd:

yake

Keyword extraction Python package

LGPL-3.0
Latest version published 4 years ago

Package Health Score

58 / 100
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