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function [J grad] = nnCostFunction(nn_params, ... | |
input_layer_size, ... | |
hidden_layer_size, ... | |
num_labels, ... | |
X, y, lambda) | |
%NNCOSTFUNCTION Implements the neural network cost function for a two layer | |
%neural network which performs classification | |
% [J grad] = NNCOSTFUNCTON(nn_params, hidden_layer_size, num_labels, ... | |
% X, y, lambda) computes the cost and gradient of the neural network. The | |
% parameters for the neural network are "unrolled" into the vector |