numdifftools
Introduction to Numdifftools
Getting Started
See also
Numerical differentiation
Introduction
Numerical differentiation of a general function of one variable
Unequally spaced finite difference rules
Odd and even transformations of a function
Complex step derivative
High order derivative
Richardson extrapolation methodology applied to derivative estimation
Multiple term Richardson extrapolants
Uncertainty estimates for Derivative
Derivative in action
Gradient and Hessian estimation
Conclusion
Acknowledgments
References
Algorithmic differentiation
Numdifftools.nd_algopy
Algoritmic differentiation
License
Developers
Changelog
Version 0.9.14, November 10, 2015
Version 0.9.13, October 30, 2015
Version 0.9.12, August 28, 2015
Version 0.9.11, August 27, 2015
Version 0.9.10, August 26, 2015
Version 0.9.4, August 26, 2015
Version 0.9.3, August 23, 2015
Version 0.9.2, August 20, 2015
Version 0.9.1, August 20,2015
Version 0.7.7, December 18, 2014
Version 0.7.3, December 17, 2014
Version 0.6.0, February 8, 2014
Version 0.5.0, January 10, 2014
Version 0.4.0, May 5, 2012
Version 0.3.5, May 19, 2011
Version 0.3.4, Feb 24, 2011
Version 0.3.1, May 20, 2009
Module reference
numdifftools package
numdifftools
Docs
»
Index
_
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
V
_
__init__() (numdifftools.core.Derivative method)
(numdifftools.core.Gradient method)
(numdifftools.core.Hessdiag method)
(numdifftools.core.Hessian method)
(numdifftools.core.Jacobian method)
(numdifftools.core.MaxStepGenerator method)
(numdifftools.core.MinMaxStepGenerator method)
(numdifftools.core.MinStepGenerator method)
(numdifftools.extrapolation.Dea method)
(numdifftools.extrapolation.Richardson method)
(numdifftools.limits.Limit method)
(numdifftools.limits.MinStepGenerator method)
(numdifftools.multicomplex.bicomplex method)
(numdifftools.nd_algopy.Derivative method)
(numdifftools.nd_algopy.Gradient method)
(numdifftools.nd_algopy.Hessdiag method)
(numdifftools.nd_algopy.Hessian method)
(numdifftools.nd_algopy.Jacobian method)
B
bicomplex (class in numdifftools.multicomplex)
BicomplexTester (class in numdifftools.tests.test_multicomplex)
C
classicalHamiltonian (class in numdifftools.tests.test_hessian)
(class in numdifftools.tests.test_nd_algopy)
convolve() (in module numdifftools.extrapolation)
D
Dea (class in numdifftools.extrapolation)
dea3() (in module numdifftools.extrapolation)
default_scale() (in module numdifftools.core)
Derivative (class in numdifftools.core)
(class in numdifftools.nd_algopy)
DerivativeTester (class in numdifftools.tests.test_multicomplex)
directionaldiff() (in module numdifftools.core)
E
even transformation
F
fornberg_weights() (in module numdifftools.core)
fornberg_weights_all() (in module numdifftools.core)
G
Gradient (class in numdifftools.core)
(class in numdifftools.nd_algopy)
H
Hessdiag (class in numdifftools.core)
(class in numdifftools.nd_algopy)
Hessian (class in numdifftools.core)
(class in numdifftools.nd_algopy)
I
initialposition() (numdifftools.tests.test_hessian.classicalHamiltonian method)
(numdifftools.tests.test_nd_algopy.classicalHamiltonian method)
J
Jacobian (class in numdifftools.core)
(class in numdifftools.nd_algopy)
L
Limit (class in numdifftools.limits)
load_tests() (in module numdifftools.tests.test_numdifftools_docstrings)
M
MaxStepGenerator (class in numdifftools.core)
MinMaxStepGenerator (class in numdifftools.core)
MinStepGenerator (class in numdifftools.core)
(class in numdifftools.limits)
N
normal_modes() (numdifftools.tests.test_hessian.classicalHamiltonian method)
(numdifftools.tests.test_nd_algopy.classicalHamiltonian method)
numdifftools (module)
numdifftools.info (module)
numdifftools.nd_algopy (module)
numdifftools.tests (module)
numdifftools.tests.conftest (module)
numdifftools.tests.test_extrapolation (module)
numdifftools.tests.test_hessian (module)
numdifftools.tests.test_limits (module)
numdifftools.tests.test_multicomplex (module)
numdifftools.tests.test_nd_algopy (module)
numdifftools.tests.test_numdifftools (module)
numdifftools.tests.test_numdifftools_docstrings (module)
O
odd transformation
P
potential() (numdifftools.tests.test_hessian.classicalHamiltonian method)
(numdifftools.tests.test_nd_algopy.classicalHamiltonian method)
R
Richardson (class in numdifftools.extrapolation)
Richardson extrapolation
,
[1]
S
setUp() (numdifftools.tests.test_extrapolation.TestExtrapolation method)
suite() (in module numdifftools.tests.test_numdifftools_docstrings)
T
test_add() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_all_first_derivatives() (numdifftools.tests.test_multicomplex.DerivativeTester method)
test_all_second_derivatives() (numdifftools.tests.test_multicomplex.DerivativeTester method)
test_arccos() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_arcsin() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_arg_c() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_assign() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_backward_derivative_on_sinh() (numdifftools.tests.test_numdifftools.TestDerivative method)
test_central() (numdifftools.tests.test_numdifftools.TestRichardson method)
test_central_and_forward_derivative_on_log() (numdifftools.tests.test_numdifftools.TestDerivative method)
test_complex() (numdifftools.tests.test_numdifftools.TestHessdiag method)
(numdifftools.tests.test_numdifftools.TestRichardson method)
test_conjugate() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_cos() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_dea3_on_trapz_sin() (numdifftools.tests.test_extrapolation.TestExtrapolation method)
test_dea_on_trapz_sin() (numdifftools.tests.test_extrapolation.TestExtrapolation method)
test_default_base_step() (numdifftools.tests.test_numdifftools.TestStepGenerator method)
test_default_generator() (numdifftools.tests.test_numdifftools.TestStepGenerator method)
test_default_scale() (numdifftools.tests.test_numdifftools.TestDerivative method)
test_default_step() (numdifftools.tests.test_numdifftools.TestHessdiag method)
test_der_abs() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_der_arccos() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_der_arccosh() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_der_arctan() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_der_cos() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_der_log() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_derivative_cube() (numdifftools.tests.test_nd_algopy.TestDerivative method)
(numdifftools.tests.test_numdifftools.TestDerivative method)
test_derivative_exp() (numdifftools.tests.test_nd_algopy.TestDerivative method)
(numdifftools.tests.test_numdifftools.TestDerivative method)
test_derivative_of_cos() (numdifftools.tests.test_limits.TestLimit method)
test_derivative_of_cos_x() (numdifftools.tests.test_numdifftools.TestDerivative method)
test_derivative_on_log() (numdifftools.tests.test_nd_algopy.TestDerivative method)
test_derivative_on_sinh() (numdifftools.tests.test_nd_algopy.TestDerivative method)
test_derivative_sin() (numdifftools.tests.test_nd_algopy.TestDerivative method)
(numdifftools.tests.test_numdifftools.TestDerivative method)
test_difficult_limit() (numdifftools.tests.test_limits.TestLimit method)
test_directional_diff() (numdifftools.tests.test_numdifftools.TestDerivative method)
(numdifftools.tests.test_numdifftools.TestGradient method)
test_division() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_dot() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_eq() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_fixed_base_step() (numdifftools.tests.test_numdifftools.TestStepGenerator method)
test_fixed_step() (numdifftools.tests.test_numdifftools.TestHessdiag method)
test_flat() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_forward() (numdifftools.tests.test_nd_algopy.TestHessdiag method)
test_forward_backward() (numdifftools.tests.test_numdifftools.TestRichardson method)
test_fun_with_additional_parameters() (numdifftools.tests.test_nd_algopy.TestDerivative method)
(numdifftools.tests.test_numdifftools.TestDerivative method)
test_ge() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_gt() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_hessian() (numdifftools.tests.test_hessian.TestHessian method)
test_hessian_cosIx_yI_at_I0_0I() (numdifftools.tests.test_nd_algopy.TestHessian method)
(numdifftools.tests.test_numdifftools.TestHessian method)
test_high_order_derivative_cos() (numdifftools.tests.test_nd_algopy.TestDerivative method)
(numdifftools.tests.test_numdifftools.TestDerivative method)
test_infinite_functions() (numdifftools.tests.test_numdifftools.TestDerivative method)
test_init() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_le() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_lt() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_multiplication() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_neg() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_norm() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_on_scalar_function() (numdifftools.tests.test_nd_algopy.TestGradient method)
(numdifftools.tests.test_nd_algopy.TestJacobian method)
test_on_vector_valued_function() (numdifftools.tests.test_nd_algopy.TestJacobian method)
test_order_step_combinations() (numdifftools.tests.test_extrapolation.TestRichardson method)
test_pow() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_repr() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_residue() (numdifftools.tests.test_limits.TestLimit method)
test_reverse() (numdifftools.tests.test_nd_algopy.TestHessdiag method)
test_richardson() (numdifftools.tests.test_extrapolation.TestExtrapolation method)
test_rpow() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_rsub() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_run_hamiltonian() (numdifftools.tests.test_nd_algopy.TestHessian method)
test_shape() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_sinx_divx() (numdifftools.tests.test_limits.TestLimit method)
test_sub() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_subsref() (numdifftools.tests.test_multicomplex.BicomplexTester method)
test_weights() (numdifftools.tests.test_numdifftools.TestFornbergWeights method)
testdea3() (numdifftools.tests.test_numdifftools.TestGlobalFunctions method)
TestDerivative (class in numdifftools.tests.test_nd_algopy)
(class in numdifftools.tests.test_numdifftools)
TestExtrapolation (class in numdifftools.tests.test_extrapolation)
TestFornbergWeights (class in numdifftools.tests.test_numdifftools)
TestGlobalFunctions (class in numdifftools.tests.test_numdifftools)
TestGradient (class in numdifftools.tests.test_nd_algopy)
(class in numdifftools.tests.test_numdifftools)
testgradient() (numdifftools.tests.test_numdifftools.TestGradient method)
TestHessdiag (class in numdifftools.tests.test_nd_algopy)
(class in numdifftools.tests.test_numdifftools)
TestHessian (class in numdifftools.tests.test_hessian)
(class in numdifftools.tests.test_nd_algopy)
(class in numdifftools.tests.test_numdifftools)
TestJacobian (class in numdifftools.tests.test_nd_algopy)
(class in numdifftools.tests.test_numdifftools)
testjacobian() (numdifftools.tests.test_numdifftools.TestJacobian method)
TestLimit (class in numdifftools.tests.test_limits)
TestRichardson (class in numdifftools.tests.test_extrapolation)
(class in numdifftools.tests.test_numdifftools)
TestStepGenerator (class in numdifftools.tests.test_numdifftools)
V
valarray() (in module numdifftools.core)