def FullModel(params): e, fA, fC, r, sA, sC, z1, z2=params rml.fullModel(e, fA, fC, r, sA, sC, z1, z2) return (-rml.get_ll() )
def Model_hess(params): fA, fC, r, sA, sC, z1, z2=params rml.fullModel(0, fA, fC, r, sA, sC, z1, z2) return ( np.multiply( np.array(rml.get_hess()).reshape(7,7), 1) )
def Model_jac(params): fA, fC, r, sA, sC, z1, z2=params rml.fullModel(0, fA, fC, r, sA, sC, z1, z2) return (np.multiply( rml.get_jac(), 1) )
def FullModel(params): e, fA, fC, r, sA, sC, z1, z2 = params rml.fullModel(e, fA, fC, r, sA, sC, z1, z2) return (-rml.get_ll())
def Model_hess(params): fA, fC, r, sA, sC, z1, z2 = params rml.fullModel(0, fA, fC, r, sA, sC, z1, z2) return (np.multiply(np.array(rml.get_hess()).reshape(7, 7), 1))
def Model_jac(params): fA, fC, r, sA, sC, z1, z2 = params rml.fullModel(0, fA, fC, r, sA, sC, z1, z2) return (np.multiply(rml.get_jac(), 1))