Index

A

activated_catalog() (in module xlsindy.optimization) amputate_experiment_matrix() (in module xlsindy.optimization)

animate_double_pendulum() (in module xlsindy.render) animate_single_pendulum() (in module xlsindy.render) augment_catalog() (in module xlsindy.symbolic_util)

B

bipartite_link() (in module xlsindy.optimization)

C

CatalogCategory (class in xlsindy.catalog) CatalogRepartition (class in xlsindy.catalog) Classical (class in xlsindy.catalog_base) combine_best_fit() (in module xlsindy.simulation) compute_euler_lagrange_equation() (in module xlsindy.euler_lagrange) condition_value() (in module xlsindy.optimization) convert_to_strings() (in module xlsindy.result_formatting)

covariance_vector() (in module xlsindy.optimization) create_experiment_matrix() (in module xlsindy.euler_lagrange) create_solution_vector() (xlsindy.catalog.CatalogCategory method) (xlsindy.catalog.CatalogRepartition method) (xlsindy.catalog_base.Classical method) (xlsindy.catalog_base.ExternalForces method) (xlsindy.catalog_base.Lagrange method) cross_catalog() (in module xlsindy.symbolic_util)

D

dynamics_function() (in module xlsindy.dynamics_modeling)

dynamics_function_fixed_external() (in module xlsindy.dynamics_modeling) dynamics_function_RK4_env() (in module xlsindy.dynamics_modeling)

E

estimate_local_volumes_emp() (in module xlsindy.result_formatting) estimate_volumes() (in module xlsindy.result_formatting) expand_catalog() (xlsindy.catalog.CatalogCategory method) (xlsindy.catalog.CatalogRepartition method) (xlsindy.catalog_base.Classical method) (xlsindy.catalog_base.ExternalForces method) (xlsindy.catalog_base.Lagrange method)

ExternalForces (class in xlsindy.catalog_base)

G

generate_acceleration_function() (in module xlsindy.dynamics_modeling) generate_full_catalog() (in module xlsindy.symbolic_util)

generate_random_force() (in module xlsindy.dynamics_modeling) generate_symbolic_matrix() (in module xlsindy.symbolic_util) get_additive_equation_term() (in module xlsindy.symbolic_util)

H

hard_threshold_sparse_regression() (in module xlsindy.optimization)

hard_threshold_sparse_regression_old() (in module xlsindy.optimization)

J

jax_create_experiment_matrix() (in module xlsindy.euler_lagrange)

L

label() (xlsindy.catalog.CatalogCategory method) (xlsindy.catalog_base.Classical method) (xlsindy.catalog_base.ExternalForces method) (xlsindy.catalog_base.Lagrange method)

label_catalog() (xlsindy.catalog.CatalogRepartition method) Lagrange (class in xlsindy.catalog_base) lasso_regression() (in module xlsindy.optimization) lasso_regression_old() (in module xlsindy.optimization)

M

module xlsindy.catalog xlsindy.catalog_base xlsindy.dynamics_modeling xlsindy.euler_lagrange xlsindy.optimization xlsindy.render xlsindy.result_formatting xlsindy.simulation xlsindy.sindy_utils xlsindy.symbolic_util xlsindy.utils

N

newton_from_lagrangian() (in module xlsindy.euler_lagrange)

normalise_solution() (in module xlsindy.result_formatting) normalize_experiment_matrix() (in module xlsindy.optimization)

O

optimal_sampling() (in module xlsindy.optimization)

optimized_force_generator() (in module xlsindy.dynamics_modeling)

P

plot_bipartite_graph_svg() (in module xlsindy.render) plot_bipartite_graph_svg_dep() (in module xlsindy.render)

populate_solution() (in module xlsindy.optimization) print_progress() (in module xlsindy.utils)

R

regression_explicite() (in module xlsindy.simulation) regression_implicite() (in module xlsindy.simulation) regression_mixed() (in module xlsindy.simulation)

relative_mse() (in module xlsindy.result_formatting) reunite_solution_by_type() (xlsindy.catalog.CatalogRepartition method) run_rk45_integration() (in module xlsindy.dynamics_modeling)

S

separate_by_mask() (xlsindy.catalog.CatalogCategory method) (xlsindy.catalog.CatalogRepartition method) (xlsindy.catalog_base.Classical method) (xlsindy.catalog_base.ExternalForces method) (xlsindy.catalog_base.Lagrange method)

separate_solution_by_type() (xlsindy.catalog.CatalogRepartition method) seperate_by_type() (xlsindy.catalog.CatalogRepartition method) sindy_create_coefficient_matrices() (in module xlsindy.symbolic_util)

U

unnormalize_experiment() (in module xlsindy.optimization)

V

vectorised_acceleration_generation() (in module xlsindy.dynamics_modeling)

X

xlsindy.catalog module xlsindy.catalog_base module xlsindy.dynamics_modeling module xlsindy.euler_lagrange module xlsindy.optimization module xlsindy.render module

xlsindy.result_formatting module xlsindy.simulation module xlsindy.sindy_utils module xlsindy.symbolic_util module xlsindy.utils module