matchzoo.models.conv_knrm

An implementation of ConvKNRM Model.

Module Contents

class matchzoo.models.conv_knrm.ConvKNRM

Bases: matchzoo.engine.base_model.BaseModel

ConvKNRM Model.

Examples

>>> model = ConvKNRM()
>>> model.params['filters'] = 128
>>> model.params['conv_activation_func'] = 'tanh'
>>> model.params['max_ngram'] = 3
>>> model.params['use_crossmatch'] = True
>>> model.params['kernel_num'] = 11
>>> model.params['sigma'] = 0.1
>>> model.params['exact_sigma'] = 0.001
>>> model.guess_and_fill_missing_params(verbose=0)
>>> model.build()

classmethod get_default_params(cls)

Returns:model default parameters.

build(self)

Build model structure.

forward(self, inputs)

Forward.