nltk.lm.smoothing.KneserNey

class documentation

class KneserNey(Smoothing): (source)

Constructor: KneserNey(vocabulary, counter, discount, **kwargs)

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Kneser-Ney Smoothing.

Method __init__ No summary
Method alpha_gamma Undocumented
Method unigram_score Undocumented
Instance Variable discount Undocumented

Inherited from Smoothing:

Instance Variable counts Undocumented
Instance Variable vocab Undocumented
def __init__(self, vocabulary, counter, discount=0.1, **kwargs): (source)
overrides nltk.lm.api.Smoothing.__init__
Parameters
vocabulary:nltk.lm.vocab.VocabularyThe Ngram vocabulary object.
counter:nltk.lm.counter.NgramCounterThe counts of the vocabulary items.
discountUndocumented
**kwargsUndocumented
def alpha_gamma(self, word, context): (source)
overrides nltk.lm.api.Smoothing.alpha_gamma

Undocumented

def unigram_score(self, word): (source)
overrides nltk.lm.api.Smoothing.unigram_score

Undocumented

discount = (source)

Undocumented