Index

A

AbstractCallback (class in callbacks) AbstractUncertainty (class in uncertainties) add_model_structure() (model_ensemble.ModelEnsemble method) add_model_structures() (model_ensemble.ModelEnsemble method)

add_policies() (model_ensemble.ModelEnsemble method) add_policy() (model_ensemble.ModelEnsemble method) apply_async() (ema_parallel.CalculatorPool method) assert_dtypes() (in module pca_prim)

B

b_and_w_plotting (module) be_quiet() (in module vensim)

build_orange_data() (in module orange_functions)

C

calculate_sd_metrics() (in module scenario_discovery) CalculatorPool (class in ema_parallel) callbacks (module) CaseError CategoricalUncertainty (class in uncertainties) categories (uncertainties.CategoricalUncertainty attribute) cinFile (vensim.VensimModelStructureInterface attribute) cleanup() (excel.ExcelModelStructureInterface method) (model.ModelStructureInterface method)

closest_multiple_of_four() (in module ema_optimization) Cluster (class in clusterer) cluster() (in module clusterer) clusterer (module) COLOR_LIST (in module plotting_util) construct_distances() (in module clusterer) continue_robust_optimization() (model_ensemble.ModelEnsemble method) critical() (in module ema_logging)

D

debug() (in module ema_logging) default (uncertainties.ParameterUncertainty attribute) DefaultCallback (class in callbacks) deterimine_nr_of_designs() (samplers.FullFactorialSampler method) (samplers.Sampler method) determine_kde() (in module plotting_util) determine_rotation() (in module pca_prim)

determine_time_dimension() (in module plotting_util) determine_uncertainties() (model_ensemble.ModelEnsemble method) dist (uncertainties.AbstractUncertainty attribute) distributions (samplers.Sampler attribute) do_titles() (in module plotting_util) do_ylabels() (in module plotting_util)

E

ema_exceptions (module) ema_logging (module) ema_optimization (module) ema_parallel (module) EMAError EMAParallelError EMAWarning emit() (ema_logging.TlsSMTPHandler method) envelopes() (in module plotting)

envelopes3d() (in module graphs3d) envelopes3d_group_by() (in module graphs3d) error() (in module ema_logging) evaluate_population_outcome() (in module ema_optimization) evaluate_population_robust() (in module ema_optimization) excel (module) ExcelModelStructureInterface (class in excel) exception() (in module ema_logging) experiments_to_cases() (in module util)

F

feature_selection() (in module orange_functions) filter_scalar_outcomes() (in module plotting_util)

find_branches() (in module scenario_discovery) FullFactorialSampler (class in samplers)

G

generate_designs() (samplers.FullFactorialSampler method) (samplers.Sampler method) generate_individual_outcome() (in module ema_optimization) generate_individual_robust() (in module ema_optimization) generate_samples() (samplers.FullFactorialSampler method) (samplers.Sampler method) get_data() (in module vensim) get_default_value() (uncertainties.ParameterUncertainty method) get_drow_index() (in module clusterer)

get_logger() (in module ema_logging) get_model_uncertainties() (model.ModelStructureInterface method) get_results() (callbacks.AbstractCallback method) get_values() (uncertainties.AbstractUncertainty method) graphs3d (module) group_results() (in module plotting_util)

I

info() (in module ema_logging) interactive_graphs (module)

invert() (uncertainties.CategoricalUncertainty method)

K

kde_over_time() (in module plotting)

L

LHSSampler (class in samplers) lines() (in module plotting) lines3d() (in module graphs3d) load_model() (in module vensim)

load_optimization_results() (in module util) load_results() (in module util) log_to_stderr() (in module ema_logging)

M

make_boxes() (in module scenario_discovery) make_continuous_grouping_specifiers() (in module plotting_util) make_grid() (in module plotting_util) make_interactive_plot() (in module interactive_graphs) make_legend() (in module plotting_util) merge_results() (in module util) model (module) model_ensemble (module)

model_init() (excel.ExcelModelStructureInterface method) (model.ModelStructureInterface method) (vensim.VensimModelStructureInterface method) ModelEnsemble (class in model_ensemble) modelFile (vensim.VensimModelStructureInterface attribute) ModelStructureInterface (class in model) MonteCarloSampler (class in samplers) multiple_densities() (in module plotting) mut_polynomial_bounded() (in module ema_optimization)

N

name (model.ModelStructureInterface attribute) (outcomes.Outcome attribute) (uncertainties.AbstractUncertainty attribute)

NSGA2StatisticsCallback (class in ema_optimization)

O

orange_functions (module) Outcome (class in outcomes)

outcomes (model.ModelStructureInterface attribute) (module) output (model.ModelStructureInterface attribute)

P

pairs_density() (in module pairs_plotting) pairs_lines() (in module pairs_plotting) pairs_plotting (module) pairs_scatter() (in module pairs_plotting) parallel (model_ensemble.ModelEnsemble attribute) ParameterUncertainty (class in uncertainties) pca_prim (module) perform_experiments() (model_ensemble.ModelEnsemble method) perform_outcome_optimization() (model_ensemble.ModelEnsemble method) perform_pca_prim() (in module pca_prim) perform_prim() (in module prim)

perform_robust_optimization() (model_ensemble.ModelEnsemble method) plot_envelope() (in module plotting_util) plot_histogram() (in module plotting_util) plot_kde() (in module plotting_util) plotting (module) plotting_util (module) prepare_data() (in module plotting_util) prepare_pairs_data() (in module plotting_util) prim (module) processes (model_ensemble.ModelEnsemble attribute)

R

random_forest() (in module orange_functions) random_forest_measure_attributes() (in module orange_functions) read_cin_file() (in module vensim) reset_model() (excel.ExcelModelStructureInterface method) (model.ModelStructureInterface method) (vensim.VensimModelStructureInterface method) resultFile (vensim.VensimModelStructureInterface attribute)

retrieve_output() (model.ModelStructureInterface method) rotate_subset() (in module pca_prim) run_experiments() (ema_parallel.CalculatorPool method) run_model() (excel.ExcelModelStructureInterface method) (model.ModelStructureInterface method) (vensim.VensimModelStructureInterface method) run_simulation() (in module vensim)

S

sample() (samplers.LHSSampler method) (samplers.MonteCarloSampler method) (samplers.Sampler method) Sampler (class in samplers) samplers (module) save_optimization_results() (in module util) save_results() (in module util) scatter3d() (in module graphs3d) scenario_discovery (module) set_fig_to_bw() (in module b_and_w_plotting) set_model_structure() (model_ensemble.ModelEnsemble method)

set_value() (in module vensim) set_working_directory() (model.ModelStructureInterface method) sheet (excel.ExcelModelStructureInterface attribute) show_boxes_individually() (in module prim) show_boxes_together() (in module prim) simple_density() (in module plotting_util) simple_kde() (in module plotting_util) step (vensim.VensimModelStructureInterface attribute)

T

TIGHT (in module plotting_util) time (outcomes.Outcome attribute) TlsSMTPHandler (class in ema_logging)

transform() (uncertainties.CategoricalUncertainty method) tree() (in module orange_functions) type (uncertainties.AbstractUncertainty attribute)

U

uncertainties (model.ModelStructureInterface attribute) (module)

util (module)

V

values (uncertainties.AbstractUncertainty attribute) vensim (module)

VensimModelStructureInterface (class in vensim)

W

warning() (in module ema_logging) wb (excel.ExcelModelStructureInterface attribute)

workbook (excel.ExcelModelStructureInterface attribute) write_prim_to_stdout() (in module prim)

X

xl (excel.ExcelModelStructureInterface attribute)