Index

B

base_dim_reducer (class in derrom.dim_reducers)

base_optimizer (class in derrom.optimizers) base_transformer (class in derrom.transformers)

D

data_scaler (class in derrom.scalers) derrom.dim_reducers module derrom.estimator module derrom.optimizers module derrom.scalers module

derrom.transformers module derrom.utils module derrom_estimator (class in derrom.estimator) DFT (class in derrom.dim_reducers) dim_reducer (derrom.utils.reducer_helper_class attribute)

E

ELM_features (class in derrom.transformers)

F

fit() (derrom.estimator.derrom_estimator method) (derrom.utils.ivp_integrator method) (derrom.utils.PHELPH_ivp_integrator method) (derrom.utils.reducer_helper_class method)

forecast() (derrom.estimator.derrom_estimator method)

G

get_error() (derrom.estimator.derrom_estimator method) (derrom.utils.ivp_integrator method) (derrom.utils.PHELPH_ivp_integrator method) (derrom.utils.reducer_helper_class method)

get_KFold_CV_scores() (in module derrom.utils) get_KFolds() (in module derrom.utils)

H

Hermite (class in derrom.dim_reducers)

I

integrate() (derrom.utils.ivp_integrator method) inverse_transform() (derrom.scalers.data_scaler method) (derrom.scalers.normalize_scaler method) (derrom.scalers.standardize_scaler method) (derrom.scalers.tanh_scaler method)

ivp_integrator (class in derrom.utils)

L

load_model() (in module derrom.utils)

load_trajectories() (in module derrom.utils) lstsqrs (class in derrom.optimizers)

M

model_hist_option (derrom.utils.ivp_integrator attribute) module derrom.dim_reducers derrom.estimator derrom.optimizers derrom.scalers derrom.transformers derrom.utils

N

normalize_scaler (class in derrom.scalers)

P

PHELPH_ivp_integrator (class in derrom.utils) plot_difference() (in module derrom.utils) plot_trajectory() (in module derrom.utils) polynomial_features (class in derrom.transformers)

predict() (derrom.estimator.derrom_estimator method) (derrom.utils.ivp_integrator method) (derrom.utils.reducer_helper_class method) print_status() (derrom.estimator.derrom_estimator method)

R

rdim (derrom.utils.reducer_helper_class attribute) reconstruct() (derrom.dim_reducers.base_dim_reducer method) (derrom.dim_reducers.DFT method) (derrom.dim_reducers.Hermite method) (derrom.dim_reducers.SVD method) reduce() (derrom.dim_reducers.base_dim_reducer method) (derrom.dim_reducers.DFT method) (derrom.dim_reducers.Hermite method) (derrom.dim_reducers.SVD method)

reducer_helper_class (class in derrom.utils) reg_mode (derrom.estimator.derrom_estimator attribute) (derrom.utils.reducer_helper_class attribute) ridge (class in derrom.optimizers)

S

S (derrom.dim_reducers.SVD attribute) save_model() (in module derrom.utils) save_trajectories() (in module derrom.utils) score_multiple_trajectories() (derrom.estimator.derrom_estimator method) (derrom.utils.ivp_integrator method) (derrom.utils.reducer_helper_class method) setup() (derrom.transformers.base_transformer method) (derrom.transformers.ELM_features method) (derrom.transformers.polynomial_features method)

solve() (derrom.optimizers.base_optimizer method) (derrom.optimizers.lstsqrs method) (derrom.optimizers.ridge method) standardize_scaler (class in derrom.scalers) SVD (class in derrom.dim_reducers)

T

tanh_scaler (class in derrom.scalers) train() (derrom.dim_reducers.base_dim_reducer method) (derrom.dim_reducers.DFT method) (derrom.dim_reducers.Hermite method) (derrom.dim_reducers.SVD method) (derrom.scalers.data_scaler method) (derrom.scalers.normalize_scaler method) (derrom.scalers.standardize_scaler method) (derrom.scalers.tanh_scaler method)

transform() (derrom.scalers.data_scaler method) (derrom.scalers.normalize_scaler method) (derrom.scalers.standardize_scaler method) (derrom.scalers.tanh_scaler method) (derrom.transformers.base_transformer method) (derrom.transformers.ELM_features method) (derrom.transformers.polynomial_features method)

U

U (derrom.dim_reducers.SVD attribute)

W

w (derrom.estimator.derrom_estimator attribute)