Dinfio Documentation — Function Reference: neural_network::construct()

Module neural → Class neural_network → construct()

Description

The constructor. Create an instance of class neural_network

neural_network::construct(layers = [], learning_rate = 0.01)

Parameters

layers (array, optional) — The model's layer specification. The default value is [] which means there are no layers in the model by default
learning_rate (number, optional) — The hyperparameter for the model. The default value is 0.01

Return Value

neural_network — Returns the instance of class neural_network

Usage Example

import neural
 
model = neural_network([784, 20, 10, 10], 0.01)   ' Construct the model with 784 inputs, 2 hidden layers, 10 outputs,
                                                  ' and learning rate: 0.01