layers.py#

class mlui.widgets.layers.LayerWidget(layers)[source]#

Bases: ABC

Base class for a widget of the layer.

abstract get_connection()[source]#

Get the connection of the layer.

Returns:: Connection layer(s).
Return type:: Layer or list of Layer
Raises:: LayerError – If no layer is selected to connect. If fewer than 2 layers are selected for concatenation.

abstract property params: LayerParams#: Adjustable parameters of the layer.

class mlui.widgets.layers.Input(layers)[source]#

Widget class for the Input layer.

get_connection()[source]#

Get the connection of the layer.

Returns:: Connection layer(s).
Return type:: Layer or list of Layer
Raises:: LayerError – If no layer is selected to connect. If fewer than 2 layers are selected for concatenation.

class mlui.widgets.layers.Dense(layers)[source]#

Widget class for the Dense layer.

get_connection()[source]#

Get the connection of the layer.

Returns:: Connection layer(s).
Return type:: Layer or list of Layer
Raises:: LayerError – If no layer is selected to connect. If fewer than 2 layers are selected for concatenation.

class mlui.widgets.layers.Concatenate(layers)[source]#

Widget class for the Concatenate layer.

get_connection()[source]#

Get the connection of the layer.

Returns:: Connection layer(s).
Return type:: Layer or list of Layer
Raises:: LayerError – If no layer is selected to connect. If fewer than 2 layers are selected for concatenation.

class mlui.widgets.layers.BatchNormalization(layers)[source]#

Widget class for the BatchNormalization layer.

get_connection()[source]#

Get the connection of the layer.

Returns:: Connection layer(s).
Return type:: Layer or list of Layer
Raises:: LayerError – If no layer is selected to connect. If fewer than 2 layers are selected for concatenation.

property params: BatchNormalizationParams#: Adjustable parameters of the layer.

class mlui.widgets.layers.Dropout(layers)[source]#

Widget class for the Dropout layer.

get_connection()[source]#

Get the connection of the layer.

Returns:: Connection layer(s).
Return type:: Layer or list of Layer
Raises:: LayerError – If no layer is selected to connect. If fewer than 2 layers are selected for concatenation.