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