class TFIDFModel(Model, Transformer):
def __init__(self, corpus=None, **kwargs):
self._m = TfidfModel(corpus, **kwargs)
def fit(self, corpus):
self._m.initialize(corpus)
def transform(self, corpus):
return self._m[corpus]
@property
def inst(self):
return self._m
