Index

_

__call__() (alea.parameters.Parameters method) __eq__() (alea.parameters.ConditionalParameter method) (alea.parameters.Parameter method) (alea.parameters.Parameters method) __getattr__() (alea.parameters.Parameters method) __getitem__() (alea.parameters.Parameters method) __init__() (alea.examples.gaussian_model.GaussianModel method) (alea.model.MinuitWrap method) (alea.model.StatisticalModel method) (alea.models.blueice_extended_model.BlueiceExtendedModel method) (alea.models.blueice_extended_model.CustomAncillaryLikelihood method) (alea.parameters.Parameter method) (alea.parameters.Parameters method) (alea.runner.Runner method) (alea.simulators.BlueiceDataGenerator method) (alea.submitter.Submitter method) (alea.submitters.local.SubmitterLocal method) (alea.template_source.TemplateSource method) __iter__() (alea.parameters.Parameters method) __str__() (alea.parameters.Parameters method) _bin_volumes (alea.template_source.TemplateSource attribute) _build_data_generators() (alea.models.blueice_extended_model.BlueiceExtendedModel method) _build_ll_from_config() (alea.models.blueice_extended_model.BlueiceExtendedModel method) _check_binning() (alea.template_source.TemplateSource method) _check_ll_and_generate_data_signature() (alea.model.StatisticalModel method) _check_parameter_consistency() (alea.parameters.Parameter method) _check_parameter_interval_bounds() (alea.parameters.Parameter method) _compute_confidence_interval (alea.runner.Runner attribute) _compute_multiple_file_hashes() (alea.template_source.TemplateSource method) _compute_single_file_hash() (alea.template_source.TemplateSource method) _confidence_interval_checks() (alea.model.StatisticalModel method) _confidence_interval_kind (alea.model.StatisticalModel attribute) _confidence_level (alea.model.StatisticalModel attribute)

_data (alea.model.StatisticalModel attribute) _define_parameters() (alea.model.StatisticalModel method) _generate_ancillary() (alea.models.blueice_extended_model.BlueiceExtendedModel method) _generate_data() (alea.examples.gaussian_model.GaussianModel method) (alea.model.StatisticalModel method) (alea.models.blueice_extended_model.BlueiceExtendedModel method) _generate_science_data() (alea.models.blueice_extended_model.BlueiceExtendedModel method) _get_constraint_functions() (alea.models.blueice_extended_model.CustomAncillaryLikelihood method) _get_hypotheses() (alea.runner.Runner method) _get_internal() (in module alea.utils) _get_json_spectrum() (alea.template_source.SpectrumTemplateSource static method) _get_parameter_list() (alea.runner.Runner method) _hypotheses_values (alea.runner.Runner attribute) _likelihood (alea.models.blueice_extended_model.BlueiceExtendedModel attribute) _ll() (alea.examples.gaussian_model.GaussianModel method) (alea.model.StatisticalModel method) _metadata (alea.runner.Runner attribute) _n_events_histogram (alea.template_source.TemplateSource attribute) _n_mc (alea.runner.Runner attribute) _output_filename (alea.runner.Runner attribute) _package_path() (in module alea.utils) _parameters (alea.model.MinuitWrap attribute) _pdf_histogram (alea.template_source.TemplateSource attribute) _prefix_file_path() (in module alea.utils) _process_blueice_config() (alea.models.blueice_extended_model.BlueiceExtendedModel method) _read_metadata() (alea.submitters.local.NeymanConstructor method) _read_poi() (alea.submitters.local.NeymanConstructor method) _result_dtype (alea.runner.Runner attribute) _result_names (alea.runner.Runner attribute) _set_default_ptype() (alea.models.blueice_extended_model.BlueiceExtendedModel method) _set_efficiency() (alea.models.blueice_extended_model.BlueiceExtendedModel method) _toydata_filename (alea.runner.Runner attribute) _toydata_mode (alea.runner.Runner attribute)

A

adapt_likelihood_config_for_blueice() (in module alea.utils) add_i_batch() (in module alea.utils) add_parameter() (alea.parameters.Parameters method) alea module alea.examples module alea.examples.gaussian_model module alea.model module alea.models module alea.models.blueice_extended_model module alea.parameters module alea.runner module alea.simulators module

alea.submitter module alea.submitters module alea.submitters.local module alea.template_source module alea.utils module all_runner_kwargs() (alea.submitter.Submitter method) all_source_names (alea.models.blueice_extended_model.BlueiceExtendedModel property) allowed_special_args (alea.submitter.Submitter attribute) (alea.submitters.local.NeymanConstructor attribute) already_done() (alea.submitter.Submitter method) ancillary_sum() (alea.models.blueice_extended_model.CustomAncillaryLikelihood method) apply_slice_args() (alea.template_source.TemplateSource method) arg_to_str() (alea.submitter.Submitter static method) asymptotic_critical_value() (in module alea.utils)

B

basenames() (alea.utils.LockableSet method) bincs (alea.simulators.BlueiceDataGenerator attribute) binned (alea.simulators.BlueiceDataGenerator attribute) blueice_anchors (alea.parameters.ConditionalParameter property) (alea.parameters.Parameter attribute) (alea.parameters.Parameter property)

BlueiceDataGenerator (class in alea.simulators) BlueiceExtendedModel (class in alea.models.blueice_extended_model) build_histogram() (alea.template_source.CombinedSource method) (alea.template_source.SpectrumTemplateSource method) (alea.template_source.TemplateSource method) build_interpolator() (alea.submitters.local.NeymanConstructor static method)

C

can_assign_to_typing() (in module alea.utils) can_expand_grid() (in module alea.utils) CannotUpdate check_redunant_arguments() (alea.submitter.Submitter static method) clip_limits() (in module alea.utils) combine_n_jobs (alea.submitter.Submitter attribute) combined_tickets_generator() (alea.submitter.Submitter method) CombinedSource (class in alea.template_source) common_hypothesis (alea.runner.Runner attribute) (alea.runner.Runner property) computation_dict (alea.submitter.Submitter attribute) computation_tickets_generator() (alea.submitter.Submitter method) compute_file_hash() (in module alea.utils) compute_pdfs_and_mus() (alea.simulators.BlueiceDataGenerator method)

compute_variations() (in module alea.utils) ConditionalParameter (class in alea.parameters) conditioning_parameter_name (alea.parameters.ConditionalParameter attribute) confidence_interval() (alea.model.StatisticalModel method) confidence_interval_threshold (alea.model.StatisticalModel attribute) config (alea.template_source.TemplateSource attribute) config_file_path (alea.submitter.Submitter attribute) constraint_functions (alea.models.blueice_extended_model.CustomAncillaryLikelihood attribute) constraint_terms (alea.models.blueice_extended_model.CustomAncillaryLikelihood property) convert_to_in_common() (in module alea.utils) convert_to_vary() (in module alea.utils) convert_to_zip() (in module alea.utils) convert_variations() (in module alea.utils) CustomAncillaryLikelihood (class in alea.models.blueice_extended_model)

D

data (alea.model.StatisticalModel attribute) (alea.model.StatisticalModel property) (alea.models.blueice_extended_model.BlueiceExtendedModel attribute) (alea.models.blueice_extended_model.BlueiceExtendedModel property) data_generator() (alea.runner.Runner method) data_generators (alea.models.blueice_extended_model.BlueiceExtendedModel attribute) data_lengths (alea.simulators.BlueiceDataGenerator attribute)

debug (alea.submitter.Submitter attribute) description (alea.parameters.Parameter attribute) deterministic_hash() (in module alea.utils) direction_names (alea.simulators.BlueiceDataGenerator attribute) dtype (alea.simulators.BlueiceDataGenerator attribute) (alea.template_source.TemplateSource attribute) dump_json() (in module alea.utils) dump_yaml() (in module alea.utils)

E

evaluate_numpy_scipy_expression() (in module alea.utils) evaluate_numpy_scipy_expression_in_dict() (in module alea.utils)

events_per_day (alea.template_source.TemplateSource attribute) expand_grid_dict() (in module alea.utils) extremal_root() (in module alea.utils)

F

filename_kwargs() (alea.submitter.Submitter method) first_i_batch (alea.submitter.Submitter attribute) fit() (alea.model.StatisticalModel method) fit_guess (alea.parameters.ConditionalParameter property) (alea.parameters.Parameter attribute) (alea.parameters.Parameter property) fit_guesses (alea.parameters.Parameters attribute) (alea.parameters.Parameters property) fit_limits (alea.parameters.ConditionalParameter property) (alea.parameters.Parameter attribute) (alea.parameters.Parameters attribute) (alea.parameters.Parameters property)

fittable (alea.parameters.ConditionalParameter property) (alea.parameters.Parameter attribute) (alea.parameters.Parameters attribute) (alea.parameters.Parameters property) format_named_parameters (alea.template_source.TemplateSource property) formatted_to_asterisked() (in module alea.utils) from_config() (alea.models.blueice_extended_model.BlueiceExtendedModel class method) (alea.parameters.Parameters class method) (alea.submitter.Submitter class method) from_list() (alea.parameters.Parameters class method) func (alea.model.MinuitWrap attribute)

G

GaussianModel (class in alea.examples.gaussian_model) generate_data() (alea.model.StatisticalModel method) generate_values (alea.runner.Runner attribute) (alea.runner.Runner property) get() (alea.utils.ReadOnlyDict method) get_analysis_space() (in module alea.utils) get_anchor_points() (alea.utils.IndexMorpher method) get_confidence_interval_thresholds() (alea.submitters.local.NeymanConstructor static method) get_expectation_values() (alea.model.StatisticalModel method) (alea.models.blueice_extended_model.BlueiceExtendedModel method)

get_file_path() (in module alea.utils) get_likelihood_term_from_name() (alea.model.StatisticalModel method) get_metadata() (in module alea.utils) get_model_from_name() (alea.model.StatisticalModel static method) get_parameter_list() (alea.model.StatisticalModel method) get_source_histograms() (alea.models.blueice_extended_model.BlueiceExtendedModel method) get_source_name_list() (alea.models.blueice_extended_model.BlueiceExtendedModel method) get_template_folder_list() (in module alea.utils)

H

hypotheses (alea.runner.Runner attribute) (alea.runner.Runner property)

I

IndexMorpher (class in alea.utils) initialized_runner() (alea.submitters.local.SubmitterLocal static method)

is_data_set (alea.model.StatisticalModel attribute) (alea.models.blueice_extended_model.BlueiceExtendedModel attribute) items() (alea.utils.ReadOnlyDict method)

K

keys() (alea.utils.ReadOnlyDict method)

L

last_kwargs (alea.simulators.BlueiceDataGenerator attribute) likelihood_list (alea.models.blueice_extended_model.BlueiceExtendedModel property) likelihood_names (alea.models.blueice_extended_model.BlueiceExtendedModel attribute) likelihood_parameters (alea.models.blueice_extended_model.BlueiceExtendedModel property) livetime_parameter_names (alea.models.blueice_extended_model.BlueiceExtendedModel attribute) ll (alea.simulators.BlueiceDataGenerator attribute)

ll() (alea.model.StatisticalModel method) ll_term (alea.simulators.BlueiceDataGenerator attribute) load_json() (in module alea.utils) load_yaml() (in module alea.utils) lock() (alea.utils.LockableSet method) LockableSet (class in alea.utils) logging (alea.submitter.Submitter attribute)

M

make_hashable() (in module alea.utils) make_interpolator() (alea.utils.IndexMorpher method) make_objective() (alea.model.StatisticalModel method) merged_arguments_generator() (alea.submitter.Submitter method) MinuitWrap (class in alea.model) model (alea.runner.Runner attribute) module alea alea.examples alea.examples.gaussian_model alea.model alea.models alea.models.blueice_extended_model alea.parameters alea.runner alea.simulators alea.submitter alea.submitters alea.submitters.local alea.template_source alea.utils

mus (alea.simulators.BlueiceDataGenerator attribute)

N

name (alea.parameters.ConditionalParameter attribute) (alea.parameters.Parameter attribute) names (alea.parameters.Parameters attribute) (alea.parameters.Parameters property) needs_reinit (alea.parameters.ConditionalParameter property) (alea.parameters.Parameter property) NeymanConstructor (class in alea.submitters.local) nominal_expectation_values (alea.model.StatisticalModel property)

nominal_value (alea.parameters.ConditionalParameter property) (alea.parameters.Parameter attribute) (alea.parameters.Parameter property) nominal_values (alea.parameters.Parameters attribute) (alea.parameters.Parameters property) (alea.runner.Runner attribute) not_fittable (alea.parameters.Parameters attribute) (alea.parameters.Parameters property)

O

outputfolder (alea.submitter.Submitter property)

P

Parameter (class in alea.parameters) parameter_interval_bounds (alea.parameters.ConditionalParameter property) (alea.parameters.Parameter attribute) (alea.parameters.Parameter property) parameters (alea.model.StatisticalModel attribute) (alea.models.blueice_extended_model.BlueiceExtendedModel attribute) (alea.models.blueice_extended_model.CustomAncillaryLikelihood attribute) (alea.parameters.Parameters attribute) (alea.simulators.BlueiceDataGenerator attribute)

Parameters (class in alea.parameters) poi (alea.runner.Runner attribute) (alea.submitter.Submitter attribute) pre_process_poi() (alea.runner.Runner method) ptype (alea.parameters.ConditionalParameter property) (alea.parameters.Parameter attribute)

R

read_toydata() (alea.runner.Runner method) ReadOnlyDict (class in alea.utils) relative_uncertainty (alea.parameters.ConditionalParameter property) (alea.parameters.Parameter attribute)

resubmit (alea.submitter.Submitter attribute) run() (alea.runner.Runner method) Runner (class in alea.runner) runner_arguments() (alea.runner.Runner static method) runner_kwargs_from_script() (alea.submitter.Submitter static method)

S

s_args (alea.model.MinuitWrap attribute) script_from_runner_kwargs() (alea.submitter.Submitter static method) search_filename_pattern() (in module alea.utils) set_data() (alea.models.blueice_extended_model.CustomAncillaryLikelihood method) set_dtype() (alea.template_source.TemplateSource method) set_fit_guesses() (alea.model.StatisticalModel method) (alea.parameters.Parameters method) set_nominal_values() (alea.parameters.Parameters method) set_pdf_histogram() (alea.template_source.TemplateSource method) signal_multiplier_estimator() (in module alea.utils) simulate() (alea.runner.Runner method) (alea.simulators.BlueiceDataGenerator method) (alea.template_source.TemplateSource method) simulate_and_fit() (alea.runner.Runner method)

source_histograms (alea.simulators.BlueiceDataGenerator attribute) SpectrumTemplateSource (class in alea.template_source) statistical_model (alea.submitter.Submitter attribute) statistical_model_config (alea.submitter.Submitter attribute) StatisticalModel (class in alea.model) store_data() (alea.model.StatisticalModel method) (alea.models.blueice_extended_model.BlueiceExtendedModel method) store_real_data() (alea.models.blueice_extended_model.BlueiceExtendedModel method) store_toydata() (alea.runner.Runner method) str_to_arg() (alea.submitter.Submitter static method) submit() (alea.submitter.Submitter method) (alea.submitters.local.NeymanConstructor method) (alea.submitters.local.SubmitterLocal method) Submitter (class in alea.submitter) SubmitterLocal (class in alea.submitters.local)

T

template_path (alea.submitter.Submitter attribute)

TemplateSource (class in alea.template_source)

U

uncertainties (alea.parameters.Parameters attribute) (alea.parameters.Parameters property) uncertainty (alea.parameters.ConditionalParameter property) (alea.parameters.Parameter attribute) (alea.parameters.Parameter property) uniqueness() (alea.utils.LockableSet method) unlock() (alea.utils.LockableSet method)

update() (alea.utils.LockableSet method) update_limit_threshold() (alea.submitter.Submitter static method) update_n_batch() (alea.submitter.Submitter static method) update_output_toydata() (alea.submitter.Submitter static method) update_poi() (alea.runner.Runner static method) update_runner_args() (alea.submitter.Submitter static method) update_statistical_model_args() (alea.submitter.Submitter static method)

V

value_in_fit_limits() (alea.parameters.ConditionalParameter method) (alea.parameters.Parameter method)

values() (alea.utils.ReadOnlyDict method) values_in_fit_limits() (alea.parameters.Parameters method)

W

with_uncertainty (alea.parameters.Parameters attribute) (alea.parameters.Parameters property)

within_limits() (in module alea.utils) write_output() (alea.runner.Runner method)