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scientificComputing/statistics-fabian/matlab/my_gradient_descent

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param0 = [1,1];
step = 0.01;
m = 50;
arange = linspace(0,1,m);
brange = linspace(.5,1.5, m);
[A,B] = meshgrid(arange, brange);
E = 0*A;
x = linspace(-5,5,20);
y = .5*x + 1 + randn(1, length(x));
U = 0*A;
V = 0*A;
for i = 1:m
for j = 1:m
E(i,j) = lserr([A(i,j), B(i,j)], x, y);
grad = lserr_gradient([A(i,j), B(i,j)], x, y);
U(i,j) = grad(1);
V(i,j) = grad(2);
end
end
colormap('jet');
surf(A,B,E, 'FaceAlpha',.5);