Index

A

acceleration() (in module pynumdiff.total_variation_regularization)

B

butterdiff() (in module pynumdiff.smooth_finite_difference)

C

constant_acceleration() (in module pynumdiff.kalman_smooth) constant_jerk() (in module pynumdiff.kalman_smooth)

constant_velocity() (in module pynumdiff.kalman_smooth) convex_smooth() (in module pynumdiff.kalman_smooth) convolutional_smoother() (in module pynumdiff.utils.utility)

E

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

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

F

finitediff() (in module pynumdiff.finite_difference) first_order() (in module pynumdiff.finite_difference)

fourth_order() (in module pynumdiff.finite_difference) friedrichs_kernel() (in module pynumdiff.utils.utility) friedrichsdiff() (in module pynumdiff.smooth_finite_difference)

G

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

gaussiandiff() (in module pynumdiff.smooth_finite_difference)

H

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

I

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

iterative_velocity() (in module pynumdiff.total_variation_regularization)

J

jerk() (in module pynumdiff.total_variation_regularization)

K

kalman_filter() (in module pynumdiff.kalman_smooth)

kerneldiff() (in module pynumdiff.smooth_finite_difference)

L

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

lineardiff() (in module pynumdiff.linear_model) lorenz_x() (in module pynumdiff.utils.simulate)

M

mean_kernel() (in module pynumdiff.utils.utility) meandiff() (in module pynumdiff.smooth_finite_difference) mediandiff() (in module pynumdiff.smooth_finite_difference) module pynumdiff.basis_fit pynumdiff.finite_difference pynumdiff.kalman_smooth pynumdiff.linear_model pynumdiff.optimize pynumdiff.polynomial_fit pynumdiff.smooth_finite_difference pynumdiff.total_variation_regularization pynumdiff.utils.evaluate pynumdiff.utils.simulate pynumdiff.utils.utility

O

optimize() (in module pynumdiff.optimize)

P

peakdet() (in module pynumdiff.utils.utility) pi_cruise_control() (in module pynumdiff.utils.simulate) plot() (in module pynumdiff.utils.evaluate) plot_comparison() (in module pynumdiff.utils.evaluate) polydiff() (in module pynumdiff.polynomial_fit) pop_dyn() (in module pynumdiff.utils.simulate) pynumdiff.basis_fit module pynumdiff.finite_difference module pynumdiff.kalman_smooth module pynumdiff.linear_model module

pynumdiff.optimize module pynumdiff.polynomial_fit module pynumdiff.smooth_finite_difference module pynumdiff.total_variation_regularization module pynumdiff.utils.evaluate module pynumdiff.utils.simulate module pynumdiff.utils.utility module

R

rbfdiff() (in module pynumdiff.basis_fit) rmse() (in module pynumdiff.utils.evaluate) robust_rme() (in module pynumdiff.utils.evaluate)

robustdiff() (in module pynumdiff.kalman_smooth) rts_smooth() (in module pynumdiff.kalman_smooth) rtsdiff() (in module pynumdiff.kalman_smooth)

S

savgoldiff() (in module pynumdiff.polynomial_fit) second_order() (in module pynumdiff.finite_difference) sine() (in module pynumdiff.utils.simulate) slide_function() (in module pynumdiff.utils.utility)

smooth_acceleration() (in module pynumdiff.total_variation_regularization) spectraldiff() (in module pynumdiff.basis_fit) splinediff() (in module pynumdiff.polynomial_fit) suggest_method() (in module pynumdiff.optimize)

T

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

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

V

velocity() (in module pynumdiff.total_variation_regularization)