Sam Perry
18 lines
362 B
Matlab
18 lines
362 B
Matlab
%% This loads our data
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[X, y] = load_data_ex2();
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%% Normalise and initialize.
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[X, mean_vec, std_vec] = normalise_features(X);
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%after normalising we add the bias
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X = [ones(size(X, 1), 1), X];
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%initialise theta
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theta = [0.0, 0.0, 0.0];
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alpha = 0.1;
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iterations = 100;
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%%
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t = gradient_descent(X, y, theta, alpha, iterations);
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disp 'Press enter to exit!';
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pause; |