def _setup_network_parameters(self):
self.ui.layerTypeSelector.addItems(Layers.layers_types())
self.ui.layerTypeSelector.setCurrentIndex(
self.ui.layerTypeSelector.findText(Layers.default_layer())
)
self.ui.layersEdit.setValue(len(self.network_model.layers()))
for layer in self.network_model.layers():
self.ui.layerComboBox.addItem(layer.layer_name())
self.ui.inputNeuronsEdit.setValue(self.network_model.network_inputs())
self.ui.neuronsEdit.setValue(self.network_model.default_layer().rowCount())
def add_layer(self):
layer_name = self._layer_name(len(self.layers_data) + 1)
input_neurons = self.input_neurons
if len(self.layers_data) != 0:
input_neurons = self.layers_data[-1].rowCount()
layer_model = LayerModel(layer_name, Layers.default_layer(), NetworkModel.DEFAULT_NEURONS_COUNT, input_neurons,
self.minWeight,
self.maxWeight)
self.layers_data.append(layer_model)
return layer_model