Index

_

__call__() (emat.MetaModel method)

A

abbrev (emat.Parameter attribute) (emat.scope.parameter.BooleanParameter attribute) (emat.scope.parameter.CategoricalParameter attribute) (emat.scope.parameter.IntegerParameter attribute) (emat.scope.parameter.RealParameter attribute) AbstractCoreModel (class in emat.model) add_box() (emat.analysis.Visualizer method) add_parser() (emat.model.FilesCoreModel method) add_scope_meas() (emat.database.Database method) (emat.database.SQLiteDB method) add_to_allowed_set() (emat.Box method)

address (emat.Constant attribute) (emat.Measure attribute) (emat.Parameter attribute) (emat.scope.parameter.BooleanParameter attribute) (emat.scope.parameter.CategoricalParameter attribute) (emat.scope.parameter.IntegerParameter attribute) (emat.scope.parameter.RealParameter attribute) allow_short_circuit (emat.model.AbstractCoreModel property) archive() (emat.model.AbstractCoreModel method) (emat.model.GBNRTCModel method) archive_path (emat.model.FilesCoreModel attribute) async_experiments() (emat.model.AbstractCoreModel method)

B

BooleanParameter (class in emat.scope.parameter) Bounds (class in emat) box Box (class in emat) box_number() (emat.analysis.PrimBox method)

Boxes (class in emat) boxes (emat.analysis.CART property) (emat.analysis.Prim property) boxes_to_dataframe() (emat.analysis.CART method) (emat.analysis.Prim method) build_tree() (emat.analysis.CART method)

C

CART (class in emat.analysis) case cat_for_index() (emat.scope.parameter.BooleanParameter method) (emat.scope.parameter.CategoricalParameter method) CategoricalParameter (class in emat.scope.parameter) ChainedBox (class in emat) Classification and Regression Trees (CART) clear_box() (emat.analysis.Visualizer method) complete() (emat.analysis.Visualizer method) compute_std() (emat.MetaModel method) Constant (class in emat) Contrast Experiments

contrast_experiments() (in module emat.analysis) core model corr (emat.Parameter attribute) (emat.scope.parameter.BooleanParameter attribute) (emat.scope.parameter.CategoricalParameter attribute) (emat.scope.parameter.IntegerParameter attribute) (emat.scope.parameter.RealParameter attribute) create_metamodel() (in module emat) create_metamodel_from_data() (emat.model.AbstractCoreModel method) create_metamodel_from_design() (emat.model.AbstractCoreModel method) create_metamodel_from_designs() (emat.model.AbstractCoreModel method) cross_val_predicts() (emat.MetaModel method) cross_val_scores() (emat.MetaModel method)

D

Database (class in emat.database) default (emat.Constant property) delete_experiment_measures() (emat.database.Database method) (emat.database.SQLiteDB method) delete_experiments() (emat.database.Database method) (emat.database.SQLiteDB method) delete_scope() (emat.database.Database method) (emat.database.SQLiteDB method) (emat.Scope method) desc (emat.Constant attribute) (emat.Measure attribute) (emat.Parameter attribute) (emat.scope.parameter.BooleanParameter attribute) (emat.scope.parameter.CategoricalParameter attribute) (emat.scope.parameter.IntegerParameter attribute) (emat.scope.parameter.RealParameter attribute) design Design of Experiments

design_experiments() (emat.model.AbstractCoreModel method) (emat.Scope method) (in module emat.experiment.experimental_design) design_refpoint_test() (in module emat.experiment.experimental_design) design_sensitivity_tests() (in module emat.experiment.experimental_design) determine_coi() (emat.analysis.Prim method) Display Experiments display_experiments() (in module emat.analysis) dist_def (emat.Parameter attribute) (emat.scope.parameter.BooleanParameter attribute) (emat.scope.parameter.CategoricalParameter attribute) (emat.scope.parameter.IntegerParameter attribute) (emat.scope.parameter.RealParameter attribute) distdef (emat.scope.parameter.CategoricalParameter property) drop_restriction() (emat.analysis.PrimBox method) dtype (emat.Constant attribute) dump() (emat.Scope method) duplicate() (emat.Scope method)

E

ensure_dtypes() (emat.model.AbstractCoreModel method) (emat.Scope method) enter_run_model() (emat.model.AbstractCoreModel method) ExcelCoreModel (class in emat.model) existing_run_id() (emat.database.SQLiteDB method)

exit_run_model() (emat.model.AbstractCoreModel method) experiment Experimental Design Exploratory Scoping explore() (emat.analysis.PrimBox method)

F

Feature Scoring feature_scores() (emat.model.AbstractCoreModel method) (in module emat.analysis.feature_scoring)

FileParser (class in emat.model.core_files.parsers) FilesCoreModel (class in emat.model) find_box() (emat.analysis.Prim method) formula (emat.Measure attribute)

G

GBNRTCModel (class in emat.model) get_abbrev() (emat.Parameter method) (emat.scope.parameter.BooleanParameter method) (emat.scope.parameter.CategoricalParameter method) (emat.scope.parameter.IntegerParameter method) (emat.scope.parameter.RealParameter method) get_all_names() (emat.Scope method) get_cat_values() (emat.Scope method) get_constant_names() (emat.Scope method) get_constants() (emat.Scope method) get_db_info() (emat.database.Database method) (emat.database.SQLiteDB method) get_dtype() (emat.Scope method) get_experiment_archive_path() (emat.model.AbstractCoreModel method) (emat.model.GBNRTCModel method)

get_experiment_id() (emat.database.SQLiteDB method) get_length_scales() (emat.MetaModel method) get_lever_names() (emat.Scope method) get_levers() (emat.Scope method) get_measure_names() (emat.Scope method) get_measures() (emat.Scope method) get_new_metamodel_id() (emat.database.Database method) (emat.database.SQLiteDB method) get_parameter_names() (emat.Scope method) get_parameters() (emat.Scope method) get_parser() (emat.model.FilesCoreModel method) get_uncertainties() (emat.Scope method) get_uncertainty_names() (emat.Scope method) Getter (class in emat.model.core_files.parsers)

H

hmm() (emat.analysis.PrimBox method) (emat.analysis.Visualizer method)

I

ignore_crash (emat.model.AbstractCoreModel property) index_for_cat() (emat.scope.parameter.BooleanParameter method) (emat.scope.parameter.CategoricalParameter method) info() (emat.database.Database method) (emat.Measure method) (emat.Scope method) init_xlm() (emat.database.Database method) (emat.database.SQLiteDB method)

inspect() (emat.analysis.PrimBox method) IntegerParameter (class in emat.scope.parameter) Interactive Visualizer invalidate_experiment_runs() (emat.database.SQLiteDB method) invert() (emat.scope.parameter.BooleanParameter method) (emat.scope.parameter.CategoricalParameter method) io_experiment() (emat.model.AbstractCoreModel method)

K

killed_indicator (emat.model.AbstractCoreModel property)

kind (emat.Measure attribute)

L

Latin Hypercube Design of Experiments lever lever_selectors() (emat.analysis.Visualizer method) lever_thresholds (emat.Box property) lever_thresholds() (emat.ChainedBox method), [1] LinearAndGaussian() (in module emat.learn) load_archived_measures() (emat.model.FilesCoreModel method) load_measures() (emat.model.AbstractCoreModel method) (emat.model.FilesCoreModel method) (emat.model.GBNRTCModel method)

local_directory (emat.model.AbstractCoreModel property) (emat.model.FilesCoreModel property) lock (emat.database.Database property) log() (emat.database.SQLiteDB method) (emat.model.AbstractCoreModel method) lowerbound (emat.Bounds attribute)

M

make_parameter() (in module emat) MappingParser (class in emat.model.core_files.parsers) mark_run_invalid() (emat.database.SQLiteDB method) max (emat.scope.parameter.CategoricalParameter property) measure Measure (class in emat) measure_names (emat.model.core_files.parsers.FileParser property) (emat.model.core_files.parsers.MappingParser property) (emat.model.core_files.parsers.TableParser property) measure_selectors() (emat.analysis.Visualizer method) measure_thresholds (emat.Box property) measure_thresholds() (emat.ChainedBox method), [1]

merge_database() (emat.database.SQLiteDB method) merge_log() (emat.database.SQLiteDB method) meta-model Meta-model Creation MetaModel (class in emat) metamodeltype (emat.Measure attribute) min (emat.scope.parameter.CategoricalParameter property) mix_length_scales() (emat.MetaModel method) model model_path (emat.model.FilesCoreModel attribute) Monte Carlo Simulation Multi-objective Optimization

N

n_factors() (emat.Scope method) n_sample_factors() (emat.Scope method) name (emat.Measure attribute)

new_box() (emat.analysis.Visualizer method) new_run_id() (emat.database.Database method) (emat.database.SQLiteDB method) new_selection() (emat.analysis.Visualizer method)

O

optimize() (emat.model.AbstractCoreModel method)

P

parameter Parameter (class in emat) parcoords() (emat.analysis.Visualizer method) parser (emat.Measure attribute) Patient Rule Induction Method (PRIM) pert() (in module emat.util.distributions) pick_new_experiments() (emat.MetaModel method) policy Policy Contrast post_process() (emat.model.AbstractCoreModel method) (emat.model.GBNRTCModel method) predict() (emat.MetaModel method)

preprocess_raw_input() (emat.MetaModel method) PRIM Prim (class in emat.analysis) prim() (emat.analysis.Visualizer method) PrimBox (class in emat.analysis) print_log() (emat.database.SQLiteDB method) ptype (emat.Constant attribute) (emat.Parameter attribute) (emat.scope.parameter.BooleanParameter attribute) (emat.scope.parameter.CategoricalParameter attribute) (emat.scope.parameter.IntegerParameter attribute) (emat.scope.parameter.RealParameter attribute) PythonCoreModel (class in emat.model)

R

raw() (emat.model.core_files.parsers.MappingParser method) (emat.model.core_files.parsers.TableParser method) read() (emat.model.core_files.parsers.FileParser method) (emat.model.core_files.parsers.MappingParser method) (emat.model.core_files.parsers.TableParser method) read_all_experiment_ids() (emat.database.SQLiteDB method) read_box() (emat.database.Database method) (emat.database.SQLiteDB method) read_box_names() (emat.database.Database method) (emat.database.SQLiteDB method) read_box_parent_name() (emat.database.Database method) (emat.database.SQLiteDB method) read_box_parent_names() (emat.database.Database method) (emat.database.SQLiteDB method) read_boxes() (emat.database.Database method) (emat.database.SQLiteDB method) read_constants() (emat.database.Database method) (emat.database.SQLiteDB method) read_design_names() (emat.database.Database method) (emat.database.SQLiteDB method) read_experiment_all() (emat.database.Database method) (emat.database.SQLiteDB method) read_experiment_id() (emat.database.Database method) (emat.database.SQLiteDB method) read_experiment_ids() (emat.database.Database method) (emat.database.SQLiteDB method) read_experiment_measure_sources() (emat.database.Database method) (emat.database.SQLiteDB method) read_experiment_measures() (emat.database.Database method) (emat.database.SQLiteDB method) (emat.model.AbstractCoreModel method) read_experiment_parameters() (emat.database.Database method) (emat.database.SQLiteDB method) (emat.model.AbstractCoreModel method)

read_experiments() (emat.model.AbstractCoreModel method) read_levers() (emat.database.Database method) (emat.database.SQLiteDB method) read_measures() (emat.database.Database method) (emat.database.SQLiteDB method) read_metamodel() (emat.database.Database method) (emat.database.SQLiteDB method) read_metamodel_ids() (emat.database.Database method) (emat.database.SQLiteDB method) read_scope() (emat.database.Database method) (emat.database.SQLiteDB method) read_scope_names() (emat.database.Database method) (emat.database.SQLiteDB method) read_uncertainties() (emat.database.Database method) (emat.database.SQLiteDB method) RealParameter (class in emat.scope.parameter) Reference Experiment rel_output_path (emat.model.FilesCoreModel attribute) relevant_features (emat.Box attribute) remove_from_allowed_set() (emat.Box method) replace_allowed_set() (emat.Box method) resample() (emat.analysis.PrimBox method) resolved_archive_path (emat.model.FilesCoreModel property) resolved_model_path (emat.model.AbstractCoreModel property) (emat.model.FilesCoreModel property) Road_Capacity_Investment() (in module emat.model.core_python.core_python_examples) Robust Optimization robust_evaluate() (emat.model.AbstractCoreModel method) robust_optimize() (emat.model.AbstractCoreModel method) run() (emat.model.AbstractCoreModel method) (emat.model.GBNRTCModel method) run_experiment() (emat.model.PythonCoreModel method) run_experiments() (emat.model.AbstractCoreModel method) run_model() (emat.model.GBNRTCModel method) run_reference_experiment() (emat.model.AbstractCoreModel method)

S

Scatter Plot Matrix (SPLOM) scatter_graphs() (in module emat.viz) scatter_graphs_2() (in module emat.viz) scenario Scenario Discovery scope Scope (class in emat) scope (emat.Box property) Search over Levers select() (emat.analysis.CART method) (emat.analysis.PrimBox method) selection_feature_scores() (emat.analysis.Visualizer method) selectors() (emat.analysis.Visualizer method) set_active_selection_color() (emat.analysis.Visualizer method) set_bounds() (emat.Box method) set_experiment_id() (emat.database.SQLiteDB method) set_lower_bound() (emat.Box method) set_upper_bound() (emat.Box method) setup() (emat.model.AbstractCoreModel method) (emat.model.GBNRTCModel method) shortname (emat.Measure property) (emat.Parameter property) (emat.scope.parameter.BooleanParameter property) (emat.scope.parameter.CategoricalParameter property) (emat.scope.parameter.IntegerParameter property) (emat.scope.parameter.RealParameter property)

shortname_if_any (emat.Measure property) (emat.Parameter property) (emat.scope.parameter.BooleanParameter property) (emat.scope.parameter.CategoricalParameter property) (emat.scope.parameter.IntegerParameter property) (emat.scope.parameter.RealParameter property) show_boxes() (emat.analysis.CART method) (emat.analysis.Prim method) show_pairs_scatter() (emat.analysis.PrimBox method) show_ppt() (emat.analysis.PrimBox method) show_tradeoff() (emat.analysis.PrimBox method) show_tree() (emat.analysis.CART method) SPLOM splom() (emat.analysis.PrimBox method) (emat.analysis.Visualizer method) SQLiteDB (class in emat.database) start_transcad() (emat.model.GBNRTCModel method) stats (emat.analysis.CART property) (emat.analysis.Prim property) stats_to_dataframe() (emat.analysis.CART method) (emat.analysis.Prim method) status() (emat.analysis.Visualizer method) store_scope() (emat.database.Database method) (emat.database.SQLiteDB method) (emat.Scope method) success_indicator (emat.model.AbstractCoreModel property)

T

TableParser (class in emat.model.core_files.parsers) tags (emat.Measure property) (emat.Parameter property) (emat.scope.parameter.BooleanParameter property) (emat.scope.parameter.CategoricalParameter property) (emat.scope.parameter.IntegerParameter property) (emat.scope.parameter.RealParameter property) three_way() (emat.analysis.Visualizer method) Threshold Scoring threshold_feature_scores() (in module emat.analysis.feature_scoring)

thresholds (emat.Box attribute) to_emat_box() (emat.analysis.PrimBox method) to_emat_boxes() (emat.analysis.Prim method) to_json() (emat.analysis.PrimBox method) tradeoff_selector() (emat.analysis.Prim method) (emat.analysis.PrimBox method) transform (emat.Measure attribute) tree_chooser() (emat.analysis.CART method) triangle() (in module emat.util.distributions) two_way() (emat.analysis.Visualizer method) TwoWayFigure (class in emat.analysis)

U

uncertainty uncertainty_selectors() (emat.analysis.Visualizer method) uncertainty_thresholds (emat.Box property) uncertainty_thresholds() (emat.ChainedBox method), [1] Univariate Sensitivity Testing

update() (emat.analysis.PrimBox method) update_database() (emat.database.SQLiteDB method) update_database_for_run_ids() (emat.database.SQLiteDB method) update_scope() (emat.database.Database method) (emat.database.SQLiteDB method) upperbound (emat.Bounds attribute)

V

vacuum() (emat.database.SQLiteDB method) values (emat.Constant property) (emat.scope.parameter.BooleanParameter property) (emat.scope.parameter.CategoricalParameter property)

Visualizer (class in emat.analysis)

W

Worst Case Discovery write_box() (emat.database.Database method) (emat.database.SQLiteDB method) write_boxes() (emat.database.Database method) (emat.database.SQLiteDB method) write_ex_m_1() (emat.database.SQLiteDB method) write_experiment_all() (emat.database.Database method) (emat.database.SQLiteDB method)

write_experiment_measures() (emat.database.Database method) (emat.database.SQLiteDB method) write_experiment_parameters() (emat.database.Database method) (emat.database.SQLiteDB method) write_experiment_parameters_1() (emat.database.Database method) (emat.database.SQLiteDB method) write_metamodel() (emat.database.Database method) (emat.database.SQLiteDB method) write_ppt_to_stdout() (emat.analysis.PrimBox method)

X

XLRM