matchzoo.models.drmmtks¶
An implementation of DRMMTKS Model.
Module Contents¶
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class
matchzoo.models.drmmtks.DRMMTKS¶ Bases:
matchzoo.engine.base_model.BaseModelDRMMTKS Model.
Examples
>>> model = DRMMTKS() >>> model.params['top_k'] = 10 >>> model.params['mlp_num_layers'] = 1 >>> model.params['mlp_num_units'] = 5 >>> model.params['mlp_num_fan_out'] = 1 >>> model.params['mlp_activation_func'] = 'tanh' >>> model.guess_and_fill_missing_params(verbose=0) >>> model.build()
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classmethod
get_default_params(cls)¶ Returns: model default parameters.
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classmethod
get_default_padding_callback(cls, fixed_length_left: int = 10, fixed_length_right: int = 100, pad_word_value: typing.Union[int, str] = 0, pad_word_mode: str = 'pre', with_ngram: bool = False, fixed_ngram_length: int = None, pad_ngram_value: typing.Union[int, str] = 0, pad_ngram_mode: str = 'pre')¶ Model default padding callback.
The padding callback’s on_batch_unpacked would pad a batch of data to a fixed length.
Returns: Default padding callback.
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build(self)¶ Build model structure.
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forward(self, inputs)¶ Forward.
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classmethod