matchzoo.models.hbmp

An implementation of HBMP Model.

Module Contents

class matchzoo.models.hbmp.HBMP

Bases: matchzoo.engine.base_model.BaseModel

HBMP model.

Examples

>>> model = HBMP()
>>> model.params['embedding_input_dim'] = 200
>>> model.params['embedding_output_dim'] = 100
>>> model.params['mlp_num_layers'] = 1
>>> model.params['mlp_num_units'] = 10
>>> model.params['mlp_num_fan_out'] = 10
>>> model.params['mlp_activation_func'] = nn.LeakyReLU(0.1)
>>> model.params['lstm_hidden_size'] = 5
>>> model.params['lstm_num'] = 3
>>> model.params['num_layers'] = 3
>>> model.params['dropout_rate'] = 0.1
>>> model.guess_and_fill_missing_params(verbose=0)
>>> model.build()

classmethod get_default_params(cls)

Returns:model default parameters.

build(self)

Build model structure.

HBMP use Siamese arthitecture.

forward(self, inputs)

Forward.