1fa77c2ca2daa62ecad77dd0d6ba5e1f7b025cd8,paysage/models/model_utils.py,ComputationGraph,set_excluded_layers,#ComputationGraph#Any#,653

Before Change

        
        // set the exclusions
        for layer_index in range(self.num_layers):
            self.layer_connections[layer_index].excluded = (layer_index in excluded_layers)

        // build the connections
        self.weight_connections = self.build_weight_connections(excluded=excluded_layers)
        self.layer_connections = self.rebuild_layer_connections()

After Change

            None

        
        new_incidence_matrix = np.copy(self.connections.incidence_matrix)
        for excluded_layer in excluded_layers:
            new_incidence_matrix = self._exclude_layer(new_incidence_matrix, excluded_layer)

        // set the excluded attributes
        self.excluded_layers = excluded_layers
        self.excluded_weights = np.where(~new_incidence_matrix.any(axis=0))[0]

        // call the update
        self.update(new_incidence_matrix)

Instances