Index

_

__optimize__() (in module pynumdiff.optimize.__optimize__)

A

acceleration() (in module pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__) (in module pynumdiff.total_variation_regularization._total_variation_regularization)

B

butterdiff() (in module pynumdiff.optimize.smooth_finite_difference.__smooth_finite_difference__) (in module pynumdiff.smooth_finite_difference._smooth_finite_difference)

C

chebydiff() (in module pynumdiff.linear_model._linear_model) (in module pynumdiff.optimize.linear_model.__linear_model__) constant_acceleration() (in module pynumdiff.kalman_smooth._kalman_smooth) (in module pynumdiff.optimize.kalman_smooth.__kalman_smooth__)

constant_jerk() (in module pynumdiff.kalman_smooth._kalman_smooth) (in module pynumdiff.optimize.kalman_smooth.__kalman_smooth__) constant_velocity() (in module pynumdiff.kalman_smooth._kalman_smooth) (in module pynumdiff.optimize.kalman_smooth.__kalman_smooth__)

E

error_correlation() (in module pynumdiff.utils.evaluate)

estimate_initial_condition() (in module pynumdiff.utils.utility)

F

finite_difference() (in module pynumdiff.utils.utility) first_order() (in module pynumdiff.finite_difference._finite_difference) (in module pynumdiff.optimize.finite_difference.__finite_difference__)

friedrichsdiff() (in module pynumdiff.optimize.smooth_finite_difference.__smooth_finite_difference__) (in module pynumdiff.smooth_finite_difference._smooth_finite_difference)

G

gaussiandiff() (in module pynumdiff.optimize.smooth_finite_difference.__smooth_finite_difference__) (in module pynumdiff.smooth_finite_difference._smooth_finite_difference)

get_filenames() (in module pynumdiff.utils.utility)

H

hankel_matrix() (in module pynumdiff.utils.utility)

I

integrate_dxdt_hat() (in module pynumdiff.utils.utility) is_odd() (in module pynumdiff.utils.utility)

isnotebook() (in module pynumdiff.utils.utility) iterative_velocity() (in module pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__) (in module pynumdiff.total_variation_regularization._total_variation_regularization)

J

jerk() (in module pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__) (in module pynumdiff.total_variation_regularization._total_variation_regularization)

jerk_sliding() (in module pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__) (in module pynumdiff.total_variation_regularization._total_variation_regularization)

K

known_dynamics() (in module pynumdiff.kalman_smooth._kalman_smooth)

L

linear_autonomous() (in module pynumdiff.utils.simulate) lineardiff() (in module pynumdiff.linear_model._linear_model) (in module pynumdiff.optimize.linear_model.__linear_model__)

lorenz_x() (in module pynumdiff.utils.simulate) lorenz_xyz() (in module pynumdiff.utils.simulate)

M

matrix_inv() (in module pynumdiff.utils.utility) meandiff() (in module pynumdiff.optimize.smooth_finite_difference.__smooth_finite_difference__) (in module pynumdiff.smooth_finite_difference._smooth_finite_difference) mediandiff() (in module pynumdiff.optimize.smooth_finite_difference.__smooth_finite_difference__) (in module pynumdiff.smooth_finite_difference._smooth_finite_difference) metrics() (in module pynumdiff.utils.evaluate) module pynumdiff.finite_difference._finite_difference pynumdiff.kalman_smooth._kalman_smooth pynumdiff.linear_model._linear_model pynumdiff.optimize.__optimize__ pynumdiff.optimize.finite_difference.__finite_difference__ pynumdiff.optimize.kalman_smooth.__kalman_smooth__ pynumdiff.optimize.linear_model.__linear_model__ pynumdiff.optimize.smooth_finite_difference.__smooth_finite_difference__ pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__ pynumdiff.smooth_finite_difference._smooth_finite_difference pynumdiff.total_variation_regularization._total_variation_regularization pynumdiff.utils._pi_cruise_control pynumdiff.utils.evaluate pynumdiff.utils.simulate pynumdiff.utils.utility

P

peakdet() (in module pynumdiff.utils.utility) pi_control() (in module pynumdiff.utils.simulate) plot() (in module pynumdiff.utils.evaluate) polydiff() (in module pynumdiff.linear_model._linear_model) (in module pynumdiff.optimize.linear_model.__linear_model__) pop_dyn() (in module pynumdiff.utils.simulate) pynumdiff.finite_difference._finite_difference module pynumdiff.kalman_smooth._kalman_smooth module pynumdiff.linear_model._linear_model module pynumdiff.optimize.__optimize__ module pynumdiff.optimize.finite_difference.__finite_difference__ module pynumdiff.optimize.kalman_smooth.__kalman_smooth__ module

pynumdiff.optimize.linear_model.__linear_model__ module pynumdiff.optimize.smooth_finite_difference.__smooth_finite_difference__ module pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__ module pynumdiff.smooth_finite_difference._smooth_finite_difference module pynumdiff.total_variation_regularization._total_variation_regularization module pynumdiff.utils._pi_cruise_control module pynumdiff.utils.evaluate module pynumdiff.utils.simulate module pynumdiff.utils.utility module

R

rk4_lorenz_xyz() (in module pynumdiff.utils.simulate)

rmse() (in module pynumdiff.utils.evaluate) run() (in module pynumdiff.utils._pi_cruise_control)

S

savgol_const_accel() (in module pynumdiff.kalman_smooth._kalman_smooth) savgoldiff() (in module pynumdiff.linear_model._linear_model) (in module pynumdiff.optimize.linear_model.__linear_model__) second_order() (in module pynumdiff.finite_difference._finite_difference) sine() (in module pynumdiff.utils.simulate)

smooth_acceleration() (in module pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__) (in module pynumdiff.total_variation_regularization._total_variation_regularization) spectraldiff() (in module pynumdiff.linear_model._linear_model) (in module pynumdiff.optimize.linear_model.__linear_model__) splinediff() (in module pynumdiff.optimize.smooth_finite_difference.__smooth_finite_difference__) (in module pynumdiff.smooth_finite_difference._smooth_finite_difference)

T

total_variation() (in module pynumdiff.utils.utility)

triangle() (in module pynumdiff.utils.simulate)

V

velocity() (in module pynumdiff.optimize.total_variation_regularization.__total_variation_regularization__) (in module pynumdiff.total_variation_regularization._total_variation_regularization)