matchzoo.models.dssm¶
An implementation of DSSM, Deep Structured Semantic Model.
Module Contents¶
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class
matchzoo.models.dssm.DSSM¶ Bases:
matchzoo.engine.base_model.BaseModelDeep structured semantic model.
Examples
>>> model = DSSM() >>> model.params['mlp_num_layers'] = 3 >>> model.params['mlp_num_units'] = 300 >>> model.params['mlp_num_fan_out'] = 128 >>> model.params['mlp_activation_func'] = 'relu' >>> 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_preprocessor(cls)¶ Returns: Default preprocessor.
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classmethod
get_default_padding_callback(cls)¶ Returns: Default padding callback.
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build(self)¶ Build model structure.
DSSM use Siamese arthitecture.
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forward(self, inputs)¶ Forward.
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classmethod