repository open issue

Index

_

__dict__ (sysidentpy.residues.residues_correlation.ResiduesAnalysis attribute)

__module__ (sysidentpy.residues.residues_correlation.ResiduesAnalysis attribute) __weakref__ (sysidentpy.residues.residues_correlation.ResiduesAnalysis attribute)

A

affine_least_mean_squares() (sysidentpy.parameter_estimation.estimators.Estimators method)

B

build_information_matrix() (sysidentpy.base.InformationMatrix method)

C

check_dimension() (in module sysidentpy.utils._check_arrays) check_infinity() (in module sysidentpy.utils._check_arrays) check_length() (in module sysidentpy.utils._check_arrays)

check_nan() (in module sysidentpy.utils._check_arrays) check_X_y() (in module sysidentpy.utils._check_arrays) compute_info_value() (sysidentpy.polynomial_basis.narmax.PolynomialNarmax method)

D

data_preparation() (sysidentpy.general_estimators.narx.NARX method)

E

error_reduction_ratio() (sysidentpy.polynomial_basis.narmax.PolynomialNarmax method)

Estimators (class in sysidentpy.parameter_estimation.estimators) explained_variance_score() (in module sysidentpy.metrics._regression)

F

fit() (sysidentpy.general_estimators.narx.NARX method) (sysidentpy.polynomial_basis.narmax.PolynomialNarmax method)

forecast_error() (in module sysidentpy.metrics._regression)

G

GenerateRegressors (class in sysidentpy.base)

get_miso_data() (in module sysidentpy.utils.generate_data) get_siso_data() (in module sysidentpy.utils.generate_data)

H

HouseHolder (class in sysidentpy.base)

I

information_criterion() (sysidentpy.polynomial_basis.narmax.PolynomialNarmax method)

InformationMatrix (class in sysidentpy.base) initial_lagged_matrix() (sysidentpy.base.InformationMatrix method)

L

least_mean_squares() (sysidentpy.parameter_estimation.estimators.Estimators method) least_mean_squares_fourth() (sysidentpy.parameter_estimation.estimators.Estimators method) least_mean_squares_leaky() (sysidentpy.parameter_estimation.estimators.Estimators method) least_mean_squares_mixed_norm() (sysidentpy.parameter_estimation.estimators.Estimators method) least_mean_squares_normalized_leaky() (sysidentpy.parameter_estimation.estimators.Estimators method) least_mean_squares_normalized_sign_error() (sysidentpy.parameter_estimation.estimators.Estimators method)

least_mean_squares_normalized_sign_regressor() (sysidentpy.parameter_estimation.estimators.Estimators method) least_mean_squares_normalized_sign_sign() (sysidentpy.parameter_estimation.estimators.Estimators method) least_mean_squares_sign_error() (sysidentpy.parameter_estimation.estimators.Estimators method) least_mean_squares_sign_regressor() (sysidentpy.parameter_estimation.estimators.Estimators method) least_mean_squares_sign_sign() (sysidentpy.parameter_estimation.estimators.Estimators method) least_squares() (sysidentpy.parameter_estimation.estimators.Estimators method)

M

mean_absolute_error() (in module sysidentpy.metrics._regression) mean_forecast_error() (in module sysidentpy.metrics._regression) mean_squared_error() (in module sysidentpy.metrics._regression) mean_squared_log_error() (in module sysidentpy.metrics._regression) median_absolute_error() (in module sysidentpy.metrics._regression) module sysidentpy.base sysidentpy.general_estimators.narx sysidentpy.metrics._regression sysidentpy.parameter_estimation.estimators sysidentpy.polynomial_basis.narmax sysidentpy.polynomial_basis.simulation sysidentpy.residues.residues_correlation sysidentpy.utils._check_arrays sysidentpy.utils.generate_data

N

NARX (class in sysidentpy.general_estimators.narx)

normalized_least_mean_squares() (sysidentpy.parameter_estimation.estimators.Estimators method) normalized_root_mean_squared_error() (in module sysidentpy.metrics._regression)

P

plot_result() (sysidentpy.residues.residues_correlation.ResiduesAnalysis method) PolynomialNarmax (class in sysidentpy.polynomial_basis.narmax)

predict() (sysidentpy.general_estimators.narx.NARX method) (sysidentpy.polynomial_basis.narmax.PolynomialNarmax method)

R

r2_score() (in module sysidentpy.metrics._regression) recursive_least_squares() (sysidentpy.parameter_estimation.estimators.Estimators method) regressor_space() (sysidentpy.base.GenerateRegressors method) residuals() (sysidentpy.residues.residues_correlation.ResiduesAnalysis method)

ResiduesAnalysis (class in sysidentpy.residues.residues_correlation) results() (sysidentpy.polynomial_basis.narmax.PolynomialNarmax method) root_mean_squared_error() (in module sysidentpy.metrics._regression) root_relative_squared_error() (in module sysidentpy.metrics._regression)

S

shift_column() (sysidentpy.base.InformationMatrix method) simulate() (sysidentpy.polynomial_basis.simulation.SimulatePolynomialNarmax method) SimulatePolynomialNarmax (class in sysidentpy.polynomial_basis.simulation) symmetric_mean_absolute_percentage_error() (in module sysidentpy.metrics._regression) sysidentpy.base module sysidentpy.general_estimators.narx module sysidentpy.metrics._regression module sysidentpy.parameter_estimation.estimators module

sysidentpy.polynomial_basis.narmax module sysidentpy.polynomial_basis.simulation module sysidentpy.residues.residues_correlation module sysidentpy.utils._check_arrays module sysidentpy.utils.generate_data module

T

total_least_squares() (sysidentpy.parameter_estimation.estimators.Estimators method)