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_

__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

BPSOGSA (class in sysidentpy.metaheuristics.bpsogsa) build_input_matrix() (sysidentpy.narmax_base.InformationMatrix method)

build_input_output_matrix() (sysidentpy.narmax_base.InformationMatrix method) build_output_matrix() (sysidentpy.narmax_base.InformationMatrix method)

C

calculate_acceleration() (sysidentpy.metaheuristics.bpsogsa.BPSOGSA method) calculate_gravitational_constant() (sysidentpy.metaheuristics.bpsogsa.BPSOGSA method) calculate_residues() (in module sysidentpy.residues.residues_correlation) 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_random_state() (in module sysidentpy.utils._check_arrays) check_X_y() (in module sysidentpy.utils._check_arrays) compute_cross_correlation() (in module sysidentpy.residues.residues_correlation) compute_residues_autocorrelation() (in module sysidentpy.residues.residues_correlation) create_narmax_code() (sysidentpy.narmax_base.GenerateRegressors method)

E

error_reduction_ratio() (sysidentpy.simulation._simulation.SimulateNARMAX method)

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

F

fit() (sysidentpy.basis_function._basis_function.Fourier method) (sysidentpy.basis_function._basis_function.Polynomial method) (sysidentpy.general_estimators.narx.NARX method)

forecast_error() (in module sysidentpy.metrics._regression) Fourier (class in sysidentpy.basis_function._basis_function)

G

generate_random_population() (sysidentpy.metaheuristics.bpsogsa.BPSOGSA method) GenerateRegressors (class in sysidentpy.narmax_base)

get_miso_data() (in module sysidentpy.utils.generate_data) get_siso_data() (in module sysidentpy.utils.generate_data) get_unnormalized_e_acf() (in module sysidentpy.residues.residues_correlation)

H

HouseHolder (class in sysidentpy.narmax_base)

I

InformationMatrix (class in sysidentpy.narmax_base)

initial_lagged_matrix() (sysidentpy.narmax_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) load_model() (in module sysidentpy.utils.save_load)

M

mass_calculation() (sysidentpy.metaheuristics.bpsogsa.BPSOGSA method) 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.basis_function._basis_function sysidentpy.general_estimators.narx sysidentpy.metaheuristics.bpsogsa sysidentpy.metrics._regression sysidentpy.model_structure_selection.ER sysidentpy.model_structure_selection.FROLS sysidentpy.model_structure_selection.MetaMSS sysidentpy.narmax_base sysidentpy.parameter_estimation.estimators sysidentpy.residues.residues_correlation sysidentpy.simulation._simulation sysidentpy.utils._check_arrays sysidentpy.utils.display_results sysidentpy.utils.generate_data sysidentpy.utils.plotting sysidentpy.utils.save_load

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)

O

optimize() (sysidentpy.metaheuristics.bpsogsa.BPSOGSA method)

P

plot_result() (sysidentpy.residues.residues_correlation.ResiduesAnalysis method)

Polynomial (class in sysidentpy.basis_function._basis_function) predict() (sysidentpy.general_estimators.narx.NARX method)

R

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

ResiduesAnalysis (class in sysidentpy.residues.residues_correlation) results() (in module sysidentpy.utils.display_results) root_mean_squared_error() (in module sysidentpy.metrics._regression) root_relative_squared_error() (in module sysidentpy.metrics._regression)

S

save_model() (in module sysidentpy.utils.save_load) shift_column() (sysidentpy.narmax_base.InformationMatrix method) simulate() (sysidentpy.simulation._simulation.SimulateNARMAX method) SimulateNARMAX (class in sysidentpy.simulation._simulation) symmetric_mean_absolute_percentage_error() (in module sysidentpy.metrics._regression) sysidentpy.basis_function._basis_function module sysidentpy.general_estimators.narx module sysidentpy.metaheuristics.bpsogsa module sysidentpy.metrics._regression module sysidentpy.model_structure_selection.ER module sysidentpy.model_structure_selection.FROLS module sysidentpy.model_structure_selection.MetaMSS module

sysidentpy.narmax_base module sysidentpy.parameter_estimation.estimators module sysidentpy.residues.residues_correlation module sysidentpy.simulation._simulation module sysidentpy.utils._check_arrays module sysidentpy.utils.display_results module sysidentpy.utils.generate_data module sysidentpy.utils.plotting module sysidentpy.utils.save_load module

T

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

U

update_velocity_position() (sysidentpy.metaheuristics.bpsogsa.BPSOGSA method)