Index

A

all_bkg_weight_norm() (in module systematics)

alpha_function() (simple_one_syst_model.statistical_analysis.StatisticalAnalysis method)

B

balance_set() (in module simple_one_syst_model.model)

BoostedDecisionTree (class in simple_one_syst_model.boosted_decision_tree)

C

calcul_int() (in module derived_quantities) calculate_saved_info() (in module simple_stat_only_model.model) (simple_one_syst_model.statistical_analysis.StatisticalAnalysis method) compute_mu() (in module simple_stat_only_model.model) (simple_one_syst_model.statistical_analysis.StatisticalAnalysis method)

compute_result() (ingestion.Ingestion method) (ingestion_parallel.Ingestion method) compute_scores() (score.Scoring method) correlation_plots() (visualization.Dataset_visualise method) custom_pretty_print() (in module visualization)

D

Data (class in datasets) Dataset_visualise (class in visualization) datasets module

delete_train_set() (datasets.Data method) DER_data() (in module derived_quantities) derived_quantities module diboson_bkg_weight_norm() (in module systematics)

E

event_vise_syst() (visualization.Dataset_visualise method)

event_vise_syst_arrow() (visualization.Dataset_visualise method) examine_dataset() (visualization.Dataset_visualise method)

F

f_del_DER() (in module derived_quantities) f_DER_deltaeta_jet_jet() (in module derived_quantities) f_DER_deltar_had_lep() (in module derived_quantities) f_DER_lep_eta_centrality() (in module derived_quantities) f_DER_mass_jet_jet() (in module derived_quantities) f_DER_mass_transverse_met_lep() (in module derived_quantities) f_DER_mass_vis() (in module derived_quantities) f_DER_met_phi_centrality() (in module derived_quantities) f_DER_prodeta_jet_jet() (in module derived_quantities)

f_DER_pt_h() (in module derived_quantities) f_DER_pt_ratio_lep_had() (in module derived_quantities) f_DER_pt_tot() (in module derived_quantities) f_DER_sum_pt() (in module derived_quantities) fit() (simple_one_syst_model.boosted_decision_tree.BoostedDecisionTree method) (simple_one_syst_model.model.Model method) (simple_stat_only_model.model.Model method) fit_submission() (ingestion.Ingestion method) (ingestion_parallel.Ingestion method)

G

get_bootstrapped_dataset() (in module systematics) get_duration() (ingestion.Ingestion method) (ingestion_parallel.Ingestion method)

get_syst_train_set() (datasets.Data method) get_systematics_dataset() (in module systematics) get_test_set() (datasets.Data method) get_train_set() (datasets.Data method)

H

histogram_dataset() (visualization.Dataset_visualise method)

histogram_syst() (visualization.Dataset_visualise method)

I

ingestion module Ingestion (class in ingestion) (class in ingestion_parallel)

ingestion_parallel module init_submission() (ingestion.Ingestion method) (ingestion_parallel.Ingestion method)

L

load() (simple_one_syst_model.boosted_decision_tree.BoostedDecisionTree method) (simple_one_syst_model.statistical_analysis.StatisticalAnalysis method) load_ingestion_duration() (score.Scoring method) load_ingestion_results() (score.Scoring method)

load_test_set() (datasets.Data method) load_train_set() (datasets.Data method) (ingestion.Ingestion method) (ingestion_parallel.Ingestion method)

M

MAE_score() (score.Scoring method) make_unweighted_set() (in module systematics) Model (class in simple_one_syst_model.model) (class in simple_stat_only_model.model) module datasets derived_quantities ingestion ingestion_parallel score simple_one_syst_model.boosted_decision_tree simple_one_syst_model.model simple_one_syst_model.statistical_analysis simple_stat_only_model.model systematics visualization

mom4_manipulate() (in module systematics)

N

Neurips2024_public_dataset() (in module datasets)

P

pair_plots() (visualization.Dataset_visualise method) pair_plots_syst() (visualization.Dataset_visualise method) plot_stacked_histogram() (simple_one_syst_model.statistical_analysis.StatisticalAnalysis method) postprocess() (in module systematics)

predict() (simple_one_syst_model.boosted_decision_tree.BoostedDecisionTree method) (simple_one_syst_model.model.Model method) (simple_stat_only_model.model.Model method) predict_submission() (ingestion.Ingestion method) (ingestion_parallel.Ingestion method)

Q

Quantiles_Score() (score.Scoring method)

R

repeat_rows_by_weight() (in module systematics)

RMSE_score() (score.Scoring method) roc_curve_wrapper() (in module visualization)

S

save() (simple_one_syst_model.boosted_decision_tree.BoostedDecisionTree method) (simple_one_syst_model.statistical_analysis.StatisticalAnalysis method) save_duration() (ingestion.Ingestion method) (ingestion_parallel.Ingestion method) save_figure() (score.Scoring method) save_result() (ingestion.Ingestion method) (ingestion_parallel.Ingestion method) score module Scoring (class in score) simple_one_syst_model.boosted_decision_tree module simple_one_syst_model.model module

simple_one_syst_model.statistical_analysis module simple_stat_only_model.model module stacked_histogram() (visualization.Dataset_visualise method) start_timer() (ingestion.Ingestion method) (ingestion_parallel.Ingestion method) StatisticalAnalysis (class in simple_one_syst_model.statistical_analysis) stop_timer() (ingestion.Ingestion method) (ingestion_parallel.Ingestion method) systematics module systematics() (in module systematics)

T

train_test_split() (in module simple_one_syst_model.model) (in module simple_stat_only_model.model)

ttbar_bkg_weight_norm() (in module systematics)

V

visualization module

visualize_coverage() (in module visualization) visualize_fit() (simple_one_syst_model.statistical_analysis.StatisticalAnalysis method) visualize_scatter() (in module visualization)