cleaned up svm

doc/src/SupportVMachines/svm.do.txt

@@ -1141,33 +1141,3 @@ With  the slack constants this leads to the additional constraint $0\leq \lambda
 _code will be added_
 
 
-!split
-===== Code Example =====
-!bc pycod
-import numpy as np
-from scipy.optimize import minimize
-def rosen(x):
-    return sum(100.0*(x[1:]-x[:-1]**2.0)**2.0 + (1-x[:-1])**2.0)
-def rosen_der(x):
-    xm = x[1:-1]
-    xm_m1 = x[:-2]
-    xm_p1 = x[2:]
-    der = np.zeros_like(x)
-    der[1:-1] = 200*(xm-xm_m1**2) - 400*(xm_p1 - xm**2)*xm - 2*(1-xm)
-    der[0] = -400*x[0]*(x[1]-x[0]**2) - 2*(1-x[0])
-    der[-1] = 200*(x[-1]-x[-2]**2)
-    return der
-
-
-
-x0 = np.array([1.2, 0.1, 0.8, 1.9, 1.2])
-print(x0)
-res = minimize(rosen, x0, method='nelder-mead',options={'xtol': 1e-8, 'disp': True})
-print(x0)
-
-
-res2 = minimize(rosen, x0, method='BFGS', jac=rosen_der, options={'disp': True})
-print(x0)
-
-!ec
-