neuralmonkey.nn.mlp module

class neuralmonkey.nn.mlp.MultilayerPerceptron(mlp_input: tensorflow.python.framework.ops.Tensor, layer_configuration: List[int], dropout_keep_prob: float, output_size: int, train_mode: tensorflow.python.framework.ops.Tensor, activation_fn: Callable[[tensorflow.python.framework.ops.Tensor], tensorflow.python.framework.ops.Tensor] = <function relu>, name: str = 'multilayer_perceptron') → None

Bases: object

General implementation of the multilayer perceptron.

__init__(mlp_input: tensorflow.python.framework.ops.Tensor, layer_configuration: List[int], dropout_keep_prob: float, output_size: int, train_mode: tensorflow.python.framework.ops.Tensor, activation_fn: Callable[[tensorflow.python.framework.ops.Tensor], tensorflow.python.framework.ops.Tensor] = <function relu>, name: str = 'multilayer_perceptron') → None

Initialize self. See help(type(self)) for accurate signature.

classification

softmax