Index

Symbols

*left* *right* *vec* --time_setup 09-19 09-21

09-23 09-24 09-29 09-30 1] 2024, [1] [0

A

a, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15] abs_error, [1] abstract, [1] activate, [1] ad, [1], [2], [3] adept, [1] adept_gradient.hpp adol-c adolc adolc_gradient.hpp advector, [1], [2], [3], [4], [5], [6], [7], [8], [9] algo, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16] algorithm, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10] algorithmic, [1], [2] algorithms, [1], [2]

all an, [1], [2], [3] an_ode, [1], [2], [3], [4] an_ode.hpp an_ode.py an_ode:, [1] and, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30], [31], [32], [33], [34], [35], [36], [37], [38], [39], [40] are, [1] arguments, [1] arguments_t array autodiff, [1] autodiff_gradient.hpp autograd, [1] autograd_gradient.py

B

build

build_type, [1], [2], [3] by, [1], [2]

C

c, [1] c++, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28] calculate, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12] calculating calculation check, [1], [2], [3], [4], [5], [6], [7] check_grad_det, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12] check_grad_det.hpp check_grad_det.py check_grad_llsq.hpp check_grad_llsq.py check_grad_ode, [1], [2], [3] check_grad_ode.hpp check_grad_ode.py choose class, [1], [2], [3], [4] classes clone cmpad, [1], [2], [3], [4], [5] cmpad_cxx_compiler cmpad_has_package cmpad_project_dir cmpad_vector_cppad cmpad_vector_std code, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30], [31], [32], [33], [34], [35], [36], [37], [38], [39], [40], [41], [42], [43], [44], [45], [46], [47], [48], [49], [50], [51], [52], [53], [54], [55], [56], [57] codegen codi codi_gradient.hpp codipack columns command compare, [1], [2], [3], [4] comparison, [1] compiler concatenate

concept configure configured construction cpp cpp_algo cpp_an_ode cpp_csv_speed cpp_det_by_minor cpp_det_of_minor cpp_fun_obj cpp_fun_speed cpp_get_package cpp_gradient cpp_llsq_obj cpp_llsq_obj.hpp cpp_near_equal cpp_utility cppad, [1], [2], [3], [4], [5], [6], [7], [8] cppad_gradient cppad_gradient.hpp cppad_gradient_special.hpp cppad_jit cppad_jit_gradient.hpp cppad_py, [1], [2] cppad_py_gradient.py cppadcg cppadcg_gradient.hpp cppadcodegen create, [1] csv, [1], [2], [3], [4] csv_column csv_read, [1] csv_speed, [1] csv_table, [1] csv_write, [1]

D

d, [1] date debug declaration, [1], [2] definitions derivative, [1], [2] derived det, [1] det_by_minor, [1] det_by_minor.hpp det_by_minor.py

det_by_minor:, [1] det_by_of_minor det_of_minor, [1] det_of_minor.hpp det_of_minor.py det_of_minor:, [1] determinant, [1], [2], [3], [4], [5], [6], [7], [8], [9] determine, [1] differentiation, [1], [2] discussion documentation, [1], [2], [3] domain, [1], [2]

E

effect ell, [1], [2] environment, [1], [2], [3], [4] equal, [1], [2], [3]

example, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30], [31], [32], [33], [34], [35], [36], [37], [38], [39], [40], [41], [42], [43], [44], [45], [46], [47], [48], [49], [50], [51], [52], [53], [54], [55], [56], [57], [58], [59], [60], [61], [62], [63], [64], [65], [66], [67], [68], [69], [70], [71], [72] executable execution, [1] expansion, [1], [2] external

F

file, [1], [2], [3], [4] file_name, [1], [2], [3], [4], [5] for, [1], [2] fourth, [1], [2]

fun, [1], [2] fun_obj, [1], [2], [3] fun_speed, [1] function, [1], [2]

G

g, [1], [2], [3], [4] general, [1] get, [1] get_package get_started getting, [1], [2], [3] git

grad, [1], [2], [3], [4] grad_det, [1] grad_llsq, [1] grad_ode, [1] gradient, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30], [31], [32], [33], [34], [35], [36], [37], [38] gradients grep

H

help

I

implementation, [1], [2], [3], [4] in, [1] include_cppad

including initial, [1], [2] install

J

jax, [1]

jax_gradient.py jit

K

kutta, [1]

L

language, [1] least, [1], [2], [3] like like_numpy, [1], [2], [3] like_vec

line linear, [1], [2], [3] list llsq llsq_obj, [1], [2], [3], [4] llsq_obj:

M

m, [1], [2] main, [1], [2], [3] method, [1], [2], [3]

min_time, [1], [2], [3], [4], [5], [6] minor, [1], [2], [3] minors, [1], [2] mm-dd

N

n, [1], [2] n_arg, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] n_other, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14] near_equal, [1] nearly, [1], [2], [3]

new none notes, [1], [2] ns, [1] numpy

O

object, [1] objective, [1], [2], [3] ode, [1], [2], [3], [4], [5], [6], [7], [8] of, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30], [31], [32], [33], [34], [35], [36], [37], [38], [39], [40], [41], [42], [43], [44], [45], [46], [47], [48], [49] ok, [1], [2], [3], [4], [5] op

operations option, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24] option_t optional, [1] order, [1] os, [1]

P

package, [1], [2], [3], [4], [5], [6], [7], [8] package_j packages, [1], [2], [3], [4], [5], [6] parameter parameters parse parse_args pick prefix preprocessor problem program, [1], [2], [3], [4] programs prototype, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19] purpose, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19] py_an_ode

py_csv_speed py_det_by_minor py_det_of_minor py_fun_obj py_fun_speed py_get_package py_gradient py_llsq_obj py_near_equal py_runge_kutta py_utility python, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30], [31] python: python_algo pythonpath pytorch

R

r, [1] random range, [1], [2] rate, [1], [2], [3], [4] read record, [1] rel_error, [1] release, [1], [2] release_notes repository, [1] requirements

reshape result, [1] rk4_step run run_cmpad run_cmpad.cpp run_cmpad.py runge, [1] runge-kutta, [1], [2] runge_kutta, [1], [2], [3], [4] runge_kutta.hpp runge_kutta.py

S

sacado, [1] sacado_gradient.hpp scalar, [1], [2], [3], [4], [5] scalar_type, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13] sed seed, [1] setup, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13] side simple simulate solution, [1], [2], [3] solve, [1] solver

source, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30], [31], [32], [33], [34], [35], [36], [37], [38], [39], [40], [41], [42], [43], [44], [45], [46], [47], [48], [49], [50], [51], [52], [53], [54], [55], [56], [57] special, [1], [2], [3], [4], [5] specific speed, [1], [2], [3], [4] squares, [1], [2], [3] started, [1], [2] std step string subroutines sum summary syntax, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30], [31], [32], [33], [34], [35], [36], [37], [38], [39], [40], [41] system

T

template test, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30], [31], [32], [33], [34], [35], [36], [37] tf, [1] that, [1] the, [1], [2], [3], [4], [5] this

time_setup, [1], [2], [3], [4], [5], [6], [7] to, [1], [2], [3], [4] torch torch_gradient.py type, [1], [2], [3], [4], [5] types, [1]

U

under uniform uniform_01, [1]

use, [1] used, [1], [2] using, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28] utilities, [1]

V

value, [1], [2] values, [1] valvector, [1] valvector_llsq_obj.hpp variate vec, [1], [2] vec.resize(n)

vec.size() vec[i] vec_list vec_vec_str, [1], [2] vector, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12] vector::value_type vector_type, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13] version, [1], [2], [3]

W

write

X

x, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15] xad, [1] xad_gradient.hpp xam_an_ode.cpp xam_an_ode.py xam_cppad_llsq_obj.cpp xam_csv_read.cpp xam_csv_speed.cpp xam_csv_speed.py xam_csv_write.cpp xam_det_by_minor.cpp xam_det_by_minor.py xam_det_of_minor.cpp xam_det_of_minor.py xam_fun_obj.cpp xam_fun_speed.cpp xam_fun_speed.py xam_grad_autograd.py xam_grad_cppad_py.py xam_grad_jax.py

xam_grad_torch.py xam_gradient xam_gradient_adept.cpp xam_gradient_adolc.cpp xam_gradient_autodiff.cpp xam_gradient_codi.cpp xam_gradient_cppad.cpp xam_gradient_cppad_jit.cpp xam_gradient_cppadcg.cpp xam_gradient_sacado.cpp xam_gradient_xad.cpp xam_llsq_obj.cpp xam_llsq_obj.py xam_main.csv xam_main.py xam_near_equal.cpp xam_near_equal.py xam_runge_kutta.cpp xam_runge_kutta.py xam_uniform_01.cpp

Y

y, [1], [2], [3], [4], [5], [6], [7]

yf, [1], [2], [3] yi, [1]