Index

_

__init__() (recursiveRouteChoice.optimisers.extra_optim.OptimFunctionState method) (recursiveRouteChoice.optimisers.optimisers_file.CustomOptimiserBase method) (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser method) (recursiveRouteChoice.optimisers.optimisers_file.OptimiserBase method) (recursiveRouteChoice.optimisers.optimisers_file.ScipyOptimiser method) (recursiveRouteChoice.optimisers.optimisers_file.TrustRegionOptimiser method) (recursiveRouteChoice.recursive_logit_efficient_update.DenseLUObj method) (recursiveRouteChoice.recursive_logit_efficient_update.RecursiveLogitModelEstimationSM method) (recursiveRouteChoice.recursive_logit_efficient_update.RecursiveLogitModelPredictionSM method) (recursiveRouteChoice.recursive_route_choice.ModelDataStruct method) (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModel method) (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModelEstimation method)

A

AngleProcessor (class in recursiveRouteChoice.data_processing)

B

BFGS (recursiveRouteChoice.optimisers.hessian_approx.OptimHessianType attribute)

C

check_stopping_criteria() (recursiveRouteChoice.optimisers.optimisers_file.CustomOptimiserBase method) compute_relative_gradient_non_static() (recursiveRouteChoice.optimisers.optimisers_file.CustomOptimiserBase method) compute_value_function() (recursiveRouteChoice.recursive_logit_efficient_update.RecursiveLogitModelEstimationSM method) (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModel method)

CURVATURE_CONDITION_PARAMETER (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser attribute) CustomOptimiserBase (class in recursiveRouteChoice.optimisers.optimisers_file)

D

DenseLUObj (class in recursiveRouteChoice.recursive_logit_efficient_update)

E

eval_log_like_at_new_beta() (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModelEstimation method)

G

generate_observations() (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModelPrediction method) get_beta_vec() (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModel method) get_exponential_utility_matrix() (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModel method) get_incorrect_tien_turn_matrices() (in module recursiveRouteChoice.data_processing) get_iteration_log() (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser method) (recursiveRouteChoice.optimisers.optimisers_file.OptimiserBase method) get_left_turn_categorical_matrix() (recursiveRouteChoice.data_processing.AngleProcessor class method)

get_log_likelihood() (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModelEstimation method) get_neutral_turn_categorical_matrix() (recursiveRouteChoice.data_processing.AngleProcessor class method) get_right_turn_categorical_matrix() (recursiveRouteChoice.data_processing.AngleProcessor class method) get_short_term_utility() (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModel method) get_turn_categorical_matrices() (recursiveRouteChoice.data_processing.AngleProcessor class method) get_u_turn_categorical_matrix() (recursiveRouteChoice.data_processing.AngleProcessor class method) get_value_func_grad_orig() (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModelEstimation method)

I

INITIAL_STEP_LENGTH (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser attribute)

iterate_step() (recursiveRouteChoice.optimisers.optimisers_file.CustomOptimiserBase method) (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser method)

L

LINE_SEARCH (recursiveRouteChoice.optimisers.optimisers_file.OptimType attribute) line_search_asrch() (in module recursiveRouteChoice.optimisers.line_search) line_search_astep() (in module recursiveRouteChoice.optimisers.line_search) LineSearchFlags (class in recursiveRouteChoice.optimisers.line_search) LineSearchOptimiser (class in recursiveRouteChoice.optimisers.optimisers_file)

LL_ERROR_VALUE (recursiveRouteChoice.optimisers.optimisers_file.OptimiserBase attribute) load_csv_to_sparse() (in module recursiveRouteChoice.data_loading) load_obs_from_json() (in module recursiveRouteChoice.data_loading) load_standard_path_format_csv() (in module recursiveRouteChoice.data_loading) load_tntp_node_formulation() (in module recursiveRouteChoice.data_loading) load_tntp_to_sparse_arc_formulation() (in module recursiveRouteChoice.data_loading)

M

MAXIMUM_STEP_LENGTH (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser attribute) method (recursiveRouteChoice.optimisers.optimisers_file.TrustRegionOptimiser attribute) METHOD_FLAG (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser attribute) (recursiveRouteChoice.optimisers.optimisers_file.OptimiserBase attribute) (recursiveRouteChoice.optimisers.optimisers_file.ScipyOptimiser attribute) (recursiveRouteChoice.optimisers.optimisers_file.TrustRegionOptimiser attribute) MINIMUM_STEP_LENGTH (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser attribute) ModelDataStruct (class in recursiveRouteChoice.recursive_route_choice)

module recursiveRouteChoice.data_loading recursiveRouteChoice.data_processing recursiveRouteChoice.optimisers.extra_optim recursiveRouteChoice.optimisers.hessian_approx recursiveRouteChoice.optimisers.line_search recursiveRouteChoice.optimisers.optimisers_file recursiveRouteChoice.recursive_logit_efficient_update recursiveRouteChoice.recursive_route_choice

N

NEGATIVE_CURVATURE_PARAMETER (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser attribute)

NUMERICAL_ERROR_THRESH (recursiveRouteChoice.optimisers.optimisers_file.OptimiserBase attribute)

O

OptimFunctionState (class in recursiveRouteChoice.optimisers.extra_optim) OptimHessianType (class in recursiveRouteChoice.optimisers.hessian_approx)

OptimiserBase (class in recursiveRouteChoice.optimisers.optimisers_file) OptimType (class in recursiveRouteChoice.optimisers.optimisers_file)

R

RecursiveLogitModel (class in recursiveRouteChoice.recursive_route_choice) RecursiveLogitModelEstimation (class in recursiveRouteChoice.recursive_route_choice) RecursiveLogitModelEstimationSM (class in recursiveRouteChoice.recursive_logit_efficient_update) RecursiveLogitModelPrediction (class in recursiveRouteChoice.recursive_route_choice) RecursiveLogitModelPredictionSM (class in recursiveRouteChoice.recursive_logit_efficient_update) recursiveRouteChoice.data_loading module recursiveRouteChoice.data_processing module recursiveRouteChoice.optimisers.extra_optim module

recursiveRouteChoice.optimisers.hessian_approx module recursiveRouteChoice.optimisers.line_search module recursiveRouteChoice.optimisers.optimisers_file module recursiveRouteChoice.recursive_logit_efficient_update module recursiveRouteChoice.recursive_route_choice module RESIDUAL (recursiveRouteChoice.optimisers.optimisers_file.OptimiserBase attribute) resize_to_dims() (in module recursiveRouteChoice.data_loading)

S

ScipyOptimiser (class in recursiveRouteChoice.optimisers.optimisers_file) set_beta_vec() (recursiveRouteChoice.optimisers.optimisers_file.CustomOptimiserBase method) set_current_value() (recursiveRouteChoice.optimisers.optimisers_file.CustomOptimiserBase method)

solve() (recursiveRouteChoice.optimisers.optimisers_file.ScipyOptimiser method) (recursiveRouteChoice.recursive_logit_efficient_update.DenseLUObj method) solve_for_optimal_beta() (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModelEstimation method) SUFFICIENT_DECREASE_PARAMETER (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser attribute)

T

TERMINATION_INTERVAL_TOO_SMALL (recursiveRouteChoice.optimisers.line_search.LineSearchFlags attribute) TERMINATION_MAX_FUNC_EVALS (recursiveRouteChoice.optimisers.line_search.LineSearchFlags attribute) TERMINATION_ROUNDING_ERROR (recursiveRouteChoice.optimisers.line_search.LineSearchFlags attribute) TERMINATION_STPMAX (recursiveRouteChoice.optimisers.line_search.LineSearchFlags attribute) TERMINATION_STPMIN (recursiveRouteChoice.optimisers.line_search.LineSearchFlags attribute)

TERMINATION_STRONG_WOLFE_AND_STPMAX (recursiveRouteChoice.optimisers.line_search.LineSearchFlags attribute) TERMINATION_STRONG_WOLFE_MET (recursiveRouteChoice.optimisers.line_search.LineSearchFlags attribute) to_radians() (recursiveRouteChoice.data_processing.AngleProcessor class method) TRUST_REGION (recursiveRouteChoice.optimisers.optimisers_file.OptimType attribute) TrustRegionOptimiser (class in recursiveRouteChoice.optimisers.optimisers_file)

U

update_base_matrix_system() (recursiveRouteChoice.recursive_logit_efficient_update.RecursiveLogitModelEstimationSM method) (recursiveRouteChoice.recursive_logit_efficient_update.RecursiveLogitModelPredictionSM method)

update_beta_vec() (recursiveRouteChoice.recursive_logit_efficient_update.RecursiveLogitModelEstimationSM method) (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModelEstimation method) update_hessian_approx() (in module recursiveRouteChoice.optimisers.hessian_approx)

V

val_grad_function() (recursiveRouteChoice.optimisers.extra_optim.OptimFunctionState method)

W

write_obs_to_json() (in module recursiveRouteChoice.data_loading)

X

X_TOLERANCE (recursiveRouteChoice.optimisers.optimisers_file.LineSearchOptimiser attribute)

Z

zeros_error_override (recursiveRouteChoice.recursive_route_choice.RecursiveLogitModel attribute)