Getting started
Fitting code:
n3fit
Code for data: validphys
Storage of data and theory predictions
Theory
Chi square figures of merit
Contributing guidelines and tools
Releases and compatibility policy
Continuous integration and deployment
Servers
External codes
Tutorials
NNPDF
Index
Index
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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X
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Y
A
abs_chi2_data() (in module validphys.results)
abs_chi2_data_thcovmat() (in module validphys.results)
accepted_optimizers (n3fit.backends.keras_backend.MetaModel.MetaModel attribute)
ActivationStr (class in n3fit.hyper_optimization.hyper_scan)
add_covmat() (n3fit.layers.losses.LossInvcovmat method)
add_positional_arguments() (validphys.scripts.vp_comparefits.CompareFitApp method)
(validphys.scripts.vp_deltachi2.HyperoptPlotApp method)
(validphys.scripts.vp_hyperoptplot.HyperoptPlotApp method)
add_subplot() (in module validphys.plotutils)
AddedFilterRule (class in validphys.filters)
additive_errors (validphys.coredata.CommonData property)
AddPhoton (class in n3fit.layers.rotations)
aliases (validphys.pdfbases.Basis attribute)
all_chi2() (in module validphys.calcutils)
all_chi2_theory() (in module validphys.calcutils)
all_commondata_grouping() (in module validphys.kinematics)
all_kinlimits_table() (in module validphys.kinematics)
all_labels (validphys.plotoptions.plottingoptions.PlottingOptions property)
all_theory_info_table() (in module validphys.theoryinfo)
all_tr_chi2 (n3fit.stopping.FitState property)
all_tr_chi2_for_replica() (n3fit.stopping.FitState method)
all_vl_chi2 (n3fit.stopping.FitState property)
all_vl_chi2_for_replica() (n3fit.stopping.FitState method)
AllFlavoursPlotter (class in validphys.pdfplots)
allowed_datasets (validphys.commondataparser.SetMetaData property)
allowed_observables (validphys.commondataparser.SetMetaData property)
alltheory_vector() (in module validphys.theorycovariance.tests)
Alpha (class in validphys.photon.alpha)
alpha_asy() (in module validphys.asy_exponents)
alpha_eff() (in module validphys.eff_exponents)
alpha_em() (validphys.photon.alpha.Alpha method)
alpha_s_bundle_pdf() (in module validphys.replica_selector)
alphaem_fixed_flavor_exa() (validphys.photon.alpha.Alpha method)
alphaem_fixed_flavor_trn() (validphys.photon.alpha.Alpha method)
alphas_mz (validphys.core.PDF property)
alphas_vals (validphys.core.PDF property)
already_digested (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
App (class in validphys.app)
applied_variant (validphys.commondataparser.ObservableMetaData attribute)
apply_as_layer() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
apply_grid_values() (validphys.pdfbases.Basis method)
(validphys.pdfbases.LinearBasis method)
(validphys.pdfbases.ScalarFunctionTransformation method)
apply_label() (validphys.commondataparser.ValidKinematics method)
(validphys.commondataparser.ValidVariable method)
apply_loss() (n3fit.layers.losses.LossIntegrability method)
(n3fit.layers.losses.LossLagrange method)
(n3fit.layers.losses.LossPositivity method)
apply_multiplier() (n3fit.layers.losses.LossLagrange method)
apply_to_all_columns() (in module validphys.plotoptions.utils)
apply_variant() (validphys.commondataparser.ObservableMetaData method)
arc_length_table() (in module validphys.arclength)
arc_lengths() (in module validphys.arclength)
architecture() (n3fit.hyper_optimization.hyper_scan.HyperScanner method)
ArchiveUploader (class in validphys.uploadutils)
ArcLengthGrid (class in validphys.arclength)
arclengths (validphys.fitdata.FitInfo attribute)
are_equal() (in module n3fit.tests.test_backend)
argnames() (validphys.core.TupleComp class method)
argparser (n3fit.scripts.n3fit_exec.N3FitApp property)
(n3fit.scripts.vp_setupfit.SetupFitApp property)
(validphys.app.App property)
array_expected_overfitting() (in module validphys.overfit_metric)
art_data_comparison() (in module validphys.mc_gen)
art_data_distribution() (in module validphys.mc_gen)
art_data_mean_table() (in module validphys.mc_gen)
art_data_moments() (in module validphys.mc_gen)
art_data_residuals() (in module validphys.mc_gen)
art_rep_generation() (in module validphys.mc_gen)
arXiv (validphys.commondataparser.SetMetaData attribute)
as_dict() (n3fit.hyper_optimization.hyper_scan.HyperScanner method)
(validphys.core.ExperimentInput method)
as_from_name() (in module validphys.lhaindex)
as_input() (validphys.core.FitSpec method)
as_layer() (in module n3fit.backends.keras_backend.operations)
as_markdown (validphys.core.DataGroupSpec property)
as_pair() (validphys.core.Filter method)
AsyExponentBandPlotter (class in validphys.asy_exponents)
asymptotic_exponents_table() (in module validphys.asy_exponents)
atoi() (in module validphys.scripts.vp_list)
autofilter_dataframe() (in module validphys.hyper_algorithm)
available_datasets (validphys.loader.Loader property)
available_ekos (validphys.loader.Loader property)
available_fits (validphys.loader.Loader property)
available_hyperscans (validphys.loader.Loader property)
available_pdfs (validphys.loader.Loader property)
available_theories (validphys.loader.Loader property)
ax_or_gca() (in module validphys.plotutils)
ax_or_newfig() (in module validphys.plotutils)
B
backend_function() (in module n3fit.backends.keras_backend.operations)
bad_replica_sumrules() (in module validphys.sumrules)
BadCFactorError
BadFKTableError
BadPerturbativeOrder
BadSSH
BandPDFPlotter (class in validphys.pdfplots)
BandPDFPlotterBC (class in validphys.pdfplots)
barplot() (in module validphys.plotutils)
base_layer_selector() (in module n3fit.backends.keras_backend.base_layers)
Basis (class in validphys.pdfbases)
basis (validphys.arclength.ArcLengthGrid attribute)
(validphys.pdfgrids.XPlottingGrid attribute)
batchit() (in module n3fit.backends.keras_backend.operations)
best_setup() (in module validphys.hyperoptplot)
beta_asy() (in module validphys.asy_exponents)
beta_eff() (in module validphys.eff_exponents)
bias (validphys.closuretest.closure_results.BiasData attribute)
bias_dataset() (in module validphys.closuretest.closure_results)
bias_experiment() (in module validphys.closuretest.closure_results)
bias_variance_resampling_data() (in module validphys.closuretest.multiclosure)
bias_variance_resampling_dataset() (in module validphys.closuretest.multiclosure)
bias_variance_resampling_total() (in module validphys.closuretest.multiclosure)
BiasData (class in validphys.closuretest.closure_results)
biases_table() (in module validphys.closuretest.closure_results)
big_matrix() (in module validphys.lhio)
bin_generator() (in module validphys.hyper_algorithm)
bins (validphys.plotoptions.plottingoptions.ResultTransformations attribute)
bins() (in module validphys.plotoptions.utils)
boolean_mask() (in module n3fit.backends.keras_backend.operations)
bootstrap_bias_experiment() (in module validphys.closuretest.closure_results)
bootstrap_pdf_differences() (in module validphys.closuretest.multiclosure_pdf)
bootstrap_values() (in module validphys.calcutils)
bootstrap_variance_experiment() (in module validphys.closuretest.closure_results)
bootstrapped_indicator_function_data() (in module validphys.closuretest.multiclosure)
bootstrapped_internal_multiclosure_data_loader() (in module validphys.closuretest.multiclosure)
bootstrapped_internal_multiclosure_data_loader_pca() (in module validphys.closuretest.multiclosure)
bootstrapped_internal_multiclosure_dataset_loader() (in module validphys.closuretest.multiclosure)
bootstrapped_internal_multiclosure_dataset_loader_pca() (in module validphys.closuretest.multiclosure)
bootstrapped_principal_components_bias_variance_data() (in module validphys.closuretest.multiclosure)
bootstrapped_principal_components_bias_variance_dataset() (in module validphys.closuretest.multiclosure)
bootstrapped_principal_components_normalized_delta_data() (in module validphys.closuretest.multiclosure)
BootstrappedTheoryResult (class in validphys.closuretest.multiclosure)
boundary_xplotting_grid() (in module validphys.pdfgrids)
build() (n3fit.backends.keras_backend.multi_dense.MultiDense method)
(n3fit.layers.DIS.DIS method)
(n3fit.layers.DY.DY method)
(n3fit.layers.losses.LossInvcovmat method)
(n3fit.layers.losses.LossLagrange method)
(n3fit.layers.mask.Mask method)
(n3fit.layers.observable.Observable method)
(n3fit.layers.preprocessing.Preprocessing method)
builder_helper() (n3fit.backends.keras_backend.MetaLayer.MetaLayer method)
C
c_to_py_fun() (in module n3fit.backends.keras_backend.operations)
calc_chi2() (in module validphys.calcutils)
calc_phi() (in module validphys.calcutils)
calculate_chi2s_per_replica() (in module validphys.overfit_metric)
call() (n3fit.backends.keras_backend.multi_dense.MultiDense method)
(n3fit.layers.losses.LossInvcovmat method)
(n3fit.layers.losses.LossLagrange method)
(n3fit.layers.mask.Mask method)
(n3fit.layers.msr_normalization.MSR_Normalization method)
(n3fit.layers.observable.Observable method)
(n3fit.layers.preprocessing.Preprocessing method)
(n3fit.layers.rotations.AddPhoton method)
(n3fit.layers.rotations.ObsRotation method)
(n3fit.layers.rotations.Rotation method)
(n3fit.layers.x_operations.xDivide method)
(n3fit.layers.x_operations.xIntegrator method)
CallbackStep (class in n3fit.backends.keras_backend.callbacks)
can_run_multiple_replicas() (in module n3fit.checks)
centered_range() (in module validphys.plotutils)
central_chi2() (in module validphys.calcutils)
central_chi2_theory() (in module validphys.calcutils)
central_dis_predictions() (in module validphys.convolution)
central_fk_predictions() (in module validphys.convolution)
central_grid_values() (in module validphys.gridvalues)
(validphys.pdfbases.Basis method)
central_hadron_predictions() (in module validphys.convolution)
central_member (validphys.lhapdfset.LHAPDFSet property)
central_predictions() (in module validphys.convolution)
central_result (validphys.results.Chi2Data attribute)
central_sum_rules() (in module validphys.sumrules)
central_sum_rules_table() (in module validphys.sumrules)
central_value (validphys.coredata.CFactorData attribute)
(validphys.results.DataResult property)
(validphys.results.StatsResult property)
(validphys.results.ThUncertaintiesResult property)
central_value() (n3fit.vpinterface.N3Stats method)
(validphys.core.Stats method)
central_values (validphys.coredata.CommonData property)
CFactorData (class in validphys.coredata)
CfactorNotFound
change_name() (in module validphys.renametools)
check() (validphys.commondataparser.ObservableMetaData method)
check_additional_errors() (in module validphys.filters)
check_at_least_10_fits() (in module validphys.closuretest.closure_checks)
check_at_least_two_replicas() (in module validphys.checks)
check_auth() (validphys.uploadutils.Uploader method)
check_basis() (in module validphys.pdfbases)
check_basis_with_layers() (in module n3fit.checks)
check_can_save_grid() (in module validphys.checks)
check_cfactor() (validphys.loader.Loader method)
check_commondata() (validphys.loader.Loader method)
check_compound() (validphys.loader.Loader method)
check_consistent_basis() (in module n3fit.checks)
check_consistent_layers() (in module n3fit.checks)
check_consistent_parallel() (in module n3fit.checks)
check_correct_partitions() (in module n3fit.checks)
check_correct_theory_combination() (in module validphys.theorycovariance.theorycovarianceutils)
check_correct_theory_combination_internal() (in module validphys.theorycovariance.theorycovarianceutils)
check_cuts_considered() (in module validphys.checks)
check_cuts_fromfit() (in module validphys.checks)
check_darwin_single_process() (in module validphys.checks)
check_data_cuts_match_theorycovmat() (in module validphys.checks)
check_dataset() (validphys.loader.Loader method)
check_dataset_cuts_match_theorycovmat() (in module validphys.checks)
check_dataspecs_fits_different() (in module validphys.checks)
check_default_filter_rules() (validphys.loader.Loader method)
check_deprecated_options() (in module n3fit.checks)
check_dropout() (in module n3fit.checks)
check_eko() (validphys.loader.Loader method)
check_eko_exists() (in module n3fit.checks)
check_existing_parameters() (in module n3fit.checks)
check_experiment() (validphys.loader.Loader method)
check_fiatlux_pdfs_id() (in module n3fit.checks)
check_fit() (validphys.loader.Loader method)
check_fit_cuts() (validphys.loader.Loader method)
check_fit_dataset_order_matches_grouped() (in module validphys.theorycovariance.theorycovarianceutils)
check_fit_isclosure() (in module validphys.closuretest.closure_checks)
check_fit_md5() (validphys.uploadutils.FitUploader method)
check_fits_areclosures() (in module validphys.closuretest.closure_checks)
check_fits_different() (in module validphys.checks)
check_fits_different_filterseed() (in module validphys.closuretest.closure_checks)
check_fits_have_same_basis() (in module validphys.closuretest.closure_checks)
check_fits_same_filterseed() (in module validphys.closuretest.closure_checks)
check_fits_underlying_law_match() (in module validphys.closuretest.closure_checks)
check_fk_from_theory_metadata() (validphys.loader.Loader method)
check_fktable() (validphys.loader.Loader method)
check_for_meta() (in module validphys.uploadutils)
check_has_fitted_replicas() (in module validphys.checks)
check_have_two_pdfs() (in module validphys.checks)
check_hyperopt_architecture() (in module n3fit.checks)
check_hyperopt_positivity() (in module n3fit.checks)
check_hyperopt_stopping() (in module n3fit.checks)
check_hyperscan() (validphys.loader.Loader method)
check_initializer() (in module n3fit.checks)
check_input() (in module validphys.uploadutils)
check_integrability() (in module validphys.filters)
check_integset() (validphys.loader.Loader method)
check_internal_cuts() (validphys.loader.Loader method)
check_kfold_options() (in module n3fit.checks)
check_know_errors() (in module validphys.checks)
check_lagrange_multipliers() (in module n3fit.checks)
check_layer_type_implemented() (in module n3fit.checks)
check_lhapdf_info() (in module validphys.fitdata)
check_luxset() (in module validphys.filters)
check_mixband_as_replicas() (in module validphys.checks)
check_model_file() (in module n3fit.checks)
check_multifit_replicas() (in module validphys.closuretest.closure_checks)
check_multireplica_qed() (in module n3fit.checks)
check_nnfit_results_path() (in module validphys.fitdata)
check_none_or_gt_one() (in module validphys.scripts.vp_pdffromreplicas)
check_nonnegative() (in module validphys.filters)
check_norm_threshold() (in module validphys.checks)
check_normalize_to() (in module validphys.dataplots)
check_not_using_pdferr() (in module validphys.checks)
check_optimizer() (in module n3fit.checks)
check_pdf() (validphys.loader.Loader method)
check_pdf_is_hessian() (in module validphys.checks)
check_pdf_is_montecarlo() (in module validphys.checks)
check_pdf_is_montecarlo_or_hessian() (in module validphys.checks)
check_pdf_is_symmhessian() (in module validphys.deltachi2)
check_pdf_normalize_to() (in module validphys.checks)
check_pdfs_are_montecarlo() (in module validphys.deltachi2)
check_pdfs_noband() (in module validphys.checks)
check_polarized_configs() (in module n3fit.checks)
check_positivity() (in module validphys.filters)
(n3fit.stopping.Positivity method)
check_posset() (validphys.loader.Loader method)
check_replica_files() (in module validphys.fitdata)
check_rsync() (validphys.uploadutils.Uploader method)
check_scale() (in module validphys.checks)
check_speclabels_different() (in module validphys.checks)
check_stopping() (in module n3fit.checks)
check_sumrules() (in module n3fit.checks)
check_t0pdfset() (in module validphys.filters)
check_t0pdfset_matches_law() (in module validphys.closuretest.closure_checks)
check_t0pdfset_matches_multiclosure_law() (in module validphys.closuretest.closure_checks)
check_tensorboard() (in module n3fit.checks)
check_theoryID() (validphys.loader.Loader method)
check_two_dataspecs() (in module validphys.checks)
check_unpolarized_bc() (in module validphys.filters)
check_upload() (validphys.uploadutils.Uploader method)
check_use_fitcommondata() (in module validphys.closuretest.closure_checks)
check_use_t0() (in module validphys.checks)
check_using_theory_covmat() (in module validphys.checks)
check_vp_output_file() (validphys.loader.Loader method)
check_xlimits() (in module validphys.checks)
chi2 (validphys.fitdata.FitInfo attribute)
chi2_data_for_reweighting_experiments() (in module validphys.reweighting)
chi2_stats() (in module validphys.results)
Chi2Data (class in validphys.results)
chi2exps_json() (n3fit.stopping.Stopping method)
clear_backend_state() (in module n3fit.backends.keras_backend.internal_state)
closures_th (validphys.closuretest.multiclosure.PCAInternalMulticlosureLoader attribute)
cm_energy (validphys.commondataparser.ObservableMetaData property)
(validphys.commondataparser.SetMetaData property)
color_iter() (in module validphys.plotutils)
combine_by_type() (in module validphys.theorycovariance.construction)
combine_pseudoreplica_tables() (in module validphys.tableloader)
combine_pseudorreplica_tables() (in module validphys.tableloader)
comment (validphys.commondataparser.TheoryMeta attribute)
common (validphys.fitdata.DatasetComp attribute)
common_prefix() (in module validphys.utils)
CommonData (class in validphys.coredata)
commondata (validphys.kinematics.XQ2Map attribute)
commondata_folder (validphys.loader.Loader property)
commondata_table (validphys.coredata.CommonData attribute)
CommonDataMetadata (class in validphys.commondataparser)
commondataproc (validphys.coredata.CommonData attribute)
CommonDataSpec (class in validphys.core)
compare_measured_expected_xi() (in module validphys.closuretest.multiclosure_output)
CompareFitApp (class in validphys.scripts.vp_comparefits)
compile() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
complete_mapping() (validphys.scripts.vp_comparefits.CompareFitApp method)
(validphys.scripts.vp_deltachi2.HyperoptPlotApp method)
(validphys.scripts.vp_hyperoptplot.HyperoptPlotApp method)
ComposedHandler (class in validphys.plotutils)
CompoundNotFound
compress() (in module validphys.scripts.vp_pdfrename)
compress_mongodb_database() (n3fit.hyper_optimization.mongofiletrials.MongoFileTrials method)
compute_alphaem_at_thresholds() (validphys.photon.alpha.Alpha method)
compute_arclength() (in module n3fit.vpinterface)
compute_betas() (validphys.photon.alpha.Alpha method)
compute_covs_pt_prescrip() (in module validphys.theorycovariance.construction)
compute_dis_observable_many_replica() (in module n3fit.layers.DIS)
compute_dis_observable_one_replica() (in module n3fit.layers.DIS)
compute_dy_observable_many_replica() (in module n3fit.layers.DY)
compute_dy_observable_one_replica() (in module n3fit.layers.DY)
compute_float_mask() (in module n3fit.layers.observable)
compute_loss() (n3fit.hyper_optimization.rewards.HyperLoss method)
compute_losses() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
compute_output_shape() (n3fit.backends.keras_backend.multi_dense.MultiDense method)
compute_pdf_boundary() (in module n3fit.layers.observable)
compute_phi() (in module n3fit.vpinterface)
compute_photon_array() (validphys.photon.compute.Photon method)
compute_reward() (in module validphys.hyper_algorithm)
concatenate() (in module n3fit.backends.keras_backend.operations)
concatenated_shx_vector() (in module validphys.theorycovariance.tests)
Config (class in validphys.config)
config_class (n3fit.scripts.n3fit_exec.N3FitApp attribute)
(n3fit.scripts.vp_setupfit.SetupFitApp attribute)
(validphys.app.App attribute)
confirm() (in module validphys.promptutils)
construct_covmat() (in module validphys.covmats_utils)
construct_eko_parser() (in module n3fit.scripts.evolven3fit)
construct_eko_photon_parser() (in module n3fit.scripts.evolven3fit)
construct_evolven3fit_parser() (in module n3fit.scripts.evolven3fit)
conversion_factor (validphys.commondataparser.TheoryMeta attribute)
convert_bson_to_dict() (in module n3fit.hyper_optimization.mongofiletrials)
convolution_types (validphys.coredata.FKTableData attribute)
copy_grid() (validphys.pdfgrids.XPlottingGrid method)
CoreConfig (class in validphys.config)
correct_logs() (n3fit.backends.keras_backend.callbacks.CallbackStep method)
count_negative_points() (in module validphys.results)
covmat (n3fit.model_gen.ObservableWrapper attribute)
(validphys.results.DataResult property)
covmat_3fpt() (in module validphys.theorycovariance.construction)
covmat_3pt() (in module validphys.theorycovariance.construction)
covmat_3rpt() (in module validphys.theorycovariance.construction)
covmat_5barpt() (in module validphys.theorycovariance.construction)
covmat_5pt() (in module validphys.theorycovariance.construction)
covmat_7pt() (in module validphys.theorycovariance.construction)
covmat_7pt_orig() (in module validphys.theorycovariance.construction)
covmat_9pt() (in module validphys.theorycovariance.construction)
covmat_from_systematics() (in module validphys.covmats)
covmat_n3lo_ad() (in module validphys.theorycovariance.construction)
covmat_n3lo_fhmv() (in module validphys.theorycovariance.construction)
covmat_n3lo_singlet() (in module validphys.theorycovariance.construction)
covmat_pca (validphys.closuretest.multiclosure.PCAInternalMulticlosureLoader attribute)
covmat_stability_characteristic() (in module validphys.covmats)
covs_pt_prescrip() (in module validphys.theorycovariance.construction)
critical_message (validphys.app.App attribute)
cut_mask() (in module validphys.core)
Cuts (class in validphys.core)
CutsNotFound
CutsPolicy (class in validphys.core)
D
data (n3fit.model_gen.ObservableWrapper attribute)
data_central (validphys.commondataparser.ObservableMetaData attribute)
(validphys.commondataparser.Variant attribute)
data_index() (in module validphys.results)
data_reference (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
data_replica_and_central_diff() (in module validphys.closuretest.multiclosure)
data_uncertainties (validphys.commondataparser.ObservableMetaData attribute)
(validphys.commondataparser.Variant attribute)
data_xi() (in module validphys.closuretest.multiclosure)
dataframe_removal() (in module validphys.hyper_algorithm)
DataGroupSpec (class in validphys.core)
DataNotFoundError
DataResult (class in validphys.results)
dataset (validphys.filters.FilterRule attribute)
dataset_alltheory() (in module validphys.theorycovariance.tests)
dataset_chi2_table() (in module validphys.results)
dataset_fits_bias_replicas_variance_samples() (in module validphys.closuretest.multiclosure)
dataset_inputs_abs_chi2_data() (in module validphys.results)
dataset_inputs_bootstrap_chi2_central() (in module validphys.results)
dataset_inputs_bootstrap_phi_data() (in module validphys.results)
dataset_inputs_chi2_per_point_data() (in module validphys.results)
dataset_inputs_covmat_from_systematics() (in module validphys.covmats)
dataset_inputs_exp_covmat() (in module validphys.covmats)
dataset_inputs_exp_covmat_separate() (in module validphys.covmats)
dataset_inputs_fits_bias_replicas_variance_samples() (in module validphys.closuretest.multiclosure)
dataset_inputs_phi_data() (in module validphys.results)
dataset_inputs_results() (in module validphys.results)
dataset_inputs_results_central() (in module validphys.results)
dataset_inputs_results_without_covmat() (in module validphys.results)
dataset_inputs_sqrt_covmat() (in module validphys.covmats)
dataset_inputs_stability_table() (in module validphys.covmats)
dataset_inputs_t0_covmat_from_systematics() (in module validphys.covmats)
dataset_inputs_t0_exp_covmat() (in module validphys.covmats)
dataset_inputs_t0_exp_covmat_separate() (in module validphys.covmats)
dataset_inputs_t0_total_covmat() (in module validphys.covmats)
dataset_inputs_t0_total_covmat_separate() (in module validphys.covmats)
dataset_inputs_total_covmat() (in module validphys.covmats)
dataset_inputs_total_covmat_separate() (in module validphys.covmats)
dataset_label (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
dataset_name (validphys.theorycovariance.tests.LabeledShifts attribute)
dataset_ratio_error_finite_effects() (in module validphys.closuretest.multiclosure_output)
dataset_replica_and_central_diff() (in module validphys.closuretest.multiclosure)
dataset_std_xi_error_finite_effects() (in module validphys.closuretest.multiclosure_output)
dataset_std_xi_means_finite_effects() (in module validphys.closuretest.multiclosure_output)
dataset_t0_predictions() (in module validphys.covmats)
dataset_xi() (in module validphys.closuretest.multiclosure)
dataset_xi_error_finite_effects() (in module validphys.closuretest.multiclosure_output)
dataset_xi_means_finite_effects() (in module validphys.closuretest.multiclosure_output)
dataset_xsizes (n3fit.model_gen.ObservableWrapper attribute)
DatasetComp (class in validphys.fitdata)
DataSetInput (class in validphys.core)
datasetnames (validphys.results.ThPredictionsResult property)
datasets_bias_variance_ratio() (in module validphys.closuretest.multiclosure_output)
datasets_covmat_differences_table() (in module validphys.covmats)
datasets_properties_table() (in module validphys.fitdata)
DataSetSpec (class in validphys.core)
dataspecs_chi2_differences_table() (in module validphys.results)
dataspecs_chi2_table() (in module validphys.results)
dataspecs_dataset_chi2_difference_table() (in module validphys.results)
dataspecs_datasets_chi2_table() (in module validphys.results)
dataspecs_datasets_covmat_differences_table() (in module validphys.covmats)
dataspecs_datasets_nsigma_table() (in module validphys.results)
dataspecs_groups_chi2_table() (in module validphys.results)
dataspecs_groups_nsigma_table() (in module validphys.results)
dataspecs_nsigma_table() (in module validphys.results)
DataTrValSpec (class in validphys.pseudodata)
dbpath (validphys.core.TheoryIDSpec attribute)
default() (n3fit.io.writer.SuperEncoder method)
default_elements (validphys.pdfbases.Basis attribute)
default_filter_rules_input() (in module validphys.filters)
default_filter_settings_input() (in module validphys.filters)
default_style (validphys.app.App property)
delta_chi2_bootstrap() (in module validphys.closuretest.closure_results)
delta_chi2_hessian() (in module validphys.deltachi2)
delta_chi2_table() (in module validphys.closuretest.closure_results)
deltamiss_plot() (in module validphys.theorycovariance.tests)
Dense (class in n3fit.backends.keras_backend.base_layers)
dense_per_flavour() (in module n3fit.backends.keras_backend.base_layers)
derivative() (validphys.pdfgrids.KineticXPlottingGrid method)
(validphys.pdfgrids.XPlottingGrid method)
derivative_degree (validphys.pdfgrids.XPlottingGrid attribute)
describe_kinematics() (in module validphys.kinematics)
description (validphys.commondataparser.ValidVariable attribute)
(validphys.coredata.CFactorData attribute)
determine_pdfs() (validphys.coredata.FKTableData method)
determine_vetoes() (in module validphys.fitveto)
diagdf_theory_covmat() (in module validphys.theorycovariance.tests)
dict_factory() (in module validphys.plotoptions.core)
digest_plotting_variable() (validphys.commondataparser.ObservableMetaData method)
DIJET3DXQ2MapMixin (class in validphys.plotoptions.kintransforms)
dijet_CMS_3D (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
dijet_CMS_5TEV (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
dijet_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
dijet_sqrt_scale_ATLAS (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
DIJETATLASXQ2MapMixin (class in validphys.plotoptions.kintransforms)
DIJETXQ2MapMixin (class in validphys.plotoptions.kintransforms)
DIS (class in n3fit.layers.DIS)
dis_predictions() (in module validphys.convolution)
dis_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
distance_grids() (in module validphys.pdfgrids)
DistancePDFPlotter (class in validphys.pdfplots)
distribution_veto() (in module validphys.fitveto)
DISXQ2MapMixin (class in validphys.plotoptions.kintransforms)
doubleindex_set_byprocess() (in module validphys.theorycovariance.tests)
doubleindex_thcovmat() (in module validphys.theorycovariance.tests)
download_and_extract() (in module validphys.loader)
download_eko() (validphys.loader.RemoteLoader method)
download_file() (in module validphys.loader)
download_fit() (validphys.loader.RemoteLoader method)
download_hyperscan() (validphys.loader.RemoteLoader method)
download_pdf() (validphys.loader.RemoteLoader method)
download_theoryID() (validphys.loader.RemoteLoader method)
download_vp_output_file() (validphys.loader.RemoteLoader method)
downloadable_ekos (validphys.loader.RemoteLoader property)
downloadable_fits (validphys.loader.RemoteLoader property)
downloadable_hyperscans (validphys.loader.RemoteLoader property)
downloadable_pdfs (validphys.loader.RemoteLoader property)
downloadable_theories (validphys.loader.RemoteLoader property)
draw() (validphys.deltachi2.PDFEpsilonPlotter method)
(validphys.eff_exponents.ExponentBandPlotter method)
(validphys.pdfplots.BandPDFPlotter method)
(validphys.pdfplots.BandPDFPlotterBC method)
(validphys.pdfplots.DistancePDFPlotter method)
(validphys.pdfplots.MixBandPDFPlotter method)
(validphys.pdfplots.PDFPlotter method)
(validphys.pdfplots.PullPDFPlotter method)
(validphys.pdfplots.ReplicaPDFPlotter method)
(validphys.pdfplots.UncertaintyPDFPlotter method)
DY (class in n3fit.layers.DY)
DYMXQ2MapMixin (class in validphys.plotoptions.kintransforms)
dyp_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
DYXQ2MapMixin (class in validphys.plotoptions.kintransforms)
E
e_best_chi2 (n3fit.stopping.Stopping property)
edit_settings() (in module validphys.scripts.wiki_upload)
effective_exponents_table_internal() (in module validphys.eff_exponents)
efficiency() (in module validphys.theorycovariance.tests)
eigendecomposition() (in module validphys.closuretest.multiclosure)
eigenvector_plot() (in module validphys.theorycovariance.tests)
einsum() (in module n3fit.backends.keras_backend.operations)
eko_index (validphys.loader.RemoteLoader property)
eko_urls (validphys.loader.RemoteLoader property)
EkoNotFound
element_representations (validphys.pdfbases.Basis attribute)
elementlabel() (validphys.pdfbases.Basis method)
enable_tensorboard() (n3fit.model_trainer.ModelTrainer method)
ensure_database_dir_exists() (n3fit.hyper_optimization.mongofiletrials.MongodRunner method)
Environment (class in validphys.config)
environment_class (n3fit.scripts.n3fit_exec.N3FitApp attribute)
(n3fit.scripts.vp_setupfit.SetupFitApp attribute)
(validphys.app.App attribute)
error_conf_level (validphys.core.PDF property)
error_matrix (validphys.photon.compute.Photon property)
error_members (validphys.results.StatsResult property)
(validphys.results.ThUncertaintiesResult property)
error_members() (n3fit.vpinterface.N3Stats method)
(validphys.core.Stats method)
error_type (validphys.core.PDF property)
errorbar68() (validphys.core.MCStats method)
(validphys.core.Stats method)
(validphys.core.SymmHessianStats method)
errorbar_figure_from_table() (in module validphys.closuretest.closure_plots)
errorbarstd() (validphys.core.Stats method)
evals_nonzero_basis() (in module validphys.theorycovariance.tests)
evaluate() (in module n3fit.backends.keras_backend.operations)
(n3fit.model_trainer.ModelTrainer method)
evaluate_luminosity() (in module validphys.gridvalues)
evaluate_training() (n3fit.stopping.Stopping method)
evaluate_trial() (in module validphys.hyperoptplot)
evln2lha() (in module n3fit.io.writer)
evolven3fit_checks_action() (in module n3fit.n3fit_checks_provider)
evolven3fit_new() (in module n3fit.scripts.evolven3fit)
ewj_jpt_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
ewj_jrap_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
ewj_mll_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
ewj_pt_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
ewj_ptrap_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
ewj_rap_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
ewk_mll_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
ewk_pseudorapity_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
ewk_pt_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
ewk_ptrap_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
ewk_rap_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
EWPTXQ2MapMixin (class in validphys.plotoptions.kintransforms)
expand_index_names() (in module validphys.lhaindex)
expand_local_names() (in module validphys.lhaindex)
expand_margin() (in module validphys.plotutils)
expand_names() (in module validphys.lhaindex)
expected_data_bias_variance() (in module validphys.closuretest.multiclosure)
expected_data_delta_chi2() (in module validphys.closuretest.multiclosure_pseudodata)
expected_dataset_bias_variance() (in module validphys.closuretest.multiclosure)
expected_delta_chi2_table() (in module validphys.closuretest.multiclosure_pseudodata)
expected_total_bias_variance() (in module validphys.closuretest.multiclosure)
expected_xi_from_bias_variance() (in module validphys.closuretest.multiclosure_output)
experiment (validphys.commondataparser.ObservableMetaData property)
(validphys.commondataparser.Variant attribute)
(validphys.kinematics.XQ2Map attribute)
(validphys.plotoptions.core.PlotInfo property)
(validphys.plotoptions.plottingoptions.PlottingOptions attribute)
ExperimentInput (class in validphys.core)
experimentplustheory_corrmat_custom() (in module validphys.theorycovariance.construction)
experiments_bias_variance_ratio() (in module validphys.closuretest.multiclosure_output)
experiments_bias_variance_table() (in module validphys.closuretest.multiclosure_output)
experiments_bootstrap_expected_xi() (in module validphys.closuretest.multiclosure)
experiments_bootstrap_expected_xi_table() (in module validphys.closuretest.multiclosure_output)
experiments_bootstrap_ratio() (in module validphys.closuretest.multiclosure)
experiments_bootstrap_sqrt_ratio() (in module validphys.closuretest.multiclosure)
experiments_bootstrap_sqrt_ratio_table() (in module validphys.closuretest.multiclosure_output)
experiments_bootstrap_xi_comparison() (in module validphys.closuretest.multiclosure_output)
experiments_bootstrap_xi_table() (in module validphys.closuretest.multiclosure_output)
experiments_chi2_stats() (in module validphys.results)
experiments_covmat_no_table() (in module validphys.results)
experiments_index() (in module validphys.results)
experiments_invcovmat() (in module validphys.results)
experiments_sqrtcovmat() (in module validphys.results)
experiments_to_dataset_inputs() (in module validphys.utils)
ExponentBandPlotter (class in validphys.eff_exponents)
export() (validphys.coredata.CommonData method)
export_data() (validphys.coredata.CommonData method)
export_mask() (in module validphys.filters)
export_uncertainties() (validphys.coredata.CommonData method)
extra_labels (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
extract_mongodb_database() (n3fit.hyper_optimization.mongofiletrials.MongoFileTrials static method)
F
F2LO (class in validphys.photon.structure_functions)
FakePhoton (class in n3fit.tests.test_layers)
FallbackLoader (class in validphys.loader)
FatalPostfitError
FatalRuleError
figure_by (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
file (validphys.commondataparser.ValidKinematics attribute)
FileTrials (class in n3fit.hyper_optimization.filetrials)
FileUploader (class in validphys.uploadutils)
Filter (class in validphys.core)
filter() (in module validphys.filters)
filter_by_string() (in module validphys.hyperoptplot)
filter_closure_data_by_experiment() (in module validphys.filters)
filter_real_data() (in module validphys.filters)
filter_replicas() (in module validphys.scripts.postfit)
FilterDefaults (class in validphys.filters)
FilterRule (class in validphys.filters)
find_region() (validphys.photon.alpha.Alpha method)
finddir() (in module validphys.lhaindex)
first_only (validphys.fitdata.DatasetComp attribute)
firstgrid (validphys.pdfplots.PDFPlotter property)
fit_code_version() (in module validphys.fitdata)
fit_datasets_properties_table() (in module validphys.fitdata)
fit_distance() (in module n3fit.hyper_optimization.rewards)
fit_future_tests() (in module n3fit.hyper_optimization.rewards)
fit_index (validphys.loader.RemoteLoader property)
fit_name_with_covmat_label() (in module validphys.covmats)
fit_overfitting_summary() (in module validphys.overfit_metric)
fit_summary() (in module validphys.fitdata)
fit_theory_covmat_summary() (in module validphys.fitdata)
fit_underlying_pdfs_summary() (in module validphys.closuretest.closure_results)
fit_urls (validphys.loader.RemoteLoader property)
fitbasis_to_NN31IC() (in module validphys.pdfbases)
FitHistory (class in n3fit.stopping)
FitInfo (class in validphys.fitdata)
FitNotFound
fits_bootstrap_bias_table() (in module validphys.closuretest.closure_results)
fits_bootstrap_data_bias_variance() (in module validphys.closuretest.multiclosure)
fits_bootstrap_data_xi() (in module validphys.closuretest.multiclosure)
fits_bootstrap_pdf_compare_xi_to_expected() (in module validphys.closuretest.multiclosure_pdf_output)
fits_bootstrap_pdf_expected_xi() (in module validphys.closuretest.multiclosure_pdf)
fits_bootstrap_pdf_expected_xi_table() (in module validphys.closuretest.multiclosure_pdf_output)
fits_bootstrap_pdf_ratio() (in module validphys.closuretest.multiclosure_pdf)
fits_bootstrap_pdf_sqrt_ratio() (in module validphys.closuretest.multiclosure_pdf)
fits_bootstrap_pdf_sqrt_ratio_table() (in module validphys.closuretest.multiclosure_pdf_output)
fits_bootstrap_pdf_xi_table() (in module validphys.closuretest.multiclosure_pdf_output)
fits_bootstrap_variance_table() (in module validphys.closuretest.closure_results)
fits_chi2_table() (in module validphys.results)
fits_correlation_matrix_totalpdf() (in module validphys.closuretest.multiclosure_pdf)
fits_covariance_matrix_by_flavour() (in module validphys.closuretest.multiclosure_pdf)
fits_covariance_matrix_totalpdf() (in module validphys.closuretest.multiclosure_pdf)
fits_data_bias_variance() (in module validphys.closuretest.multiclosure)
fits_dataset_bias_variance() (in module validphys.closuretest.multiclosure)
fits_dataset_cvs() (in module validphys.closuretest.multiclosure_pseudodata)
fits_datasets_chi2_table() (in module validphys.results)
fits_datasets_nsigma_table() (in module validphys.results)
fits_groups_chi2_table() (in module validphys.results)
fits_groups_nsigma_table() (in module validphys.results)
fits_groups_phi_table() (in module validphys.results)
fits_measured_xi() (in module validphys.closuretest.multiclosure_output)
fits_normed_dataset_central_delta() (in module validphys.closuretest.multiclosure)
fits_nsigma_table() (in module validphys.results)
fits_pdf_bias_variance_ratio() (in module validphys.closuretest.multiclosure_pdf_output)
fits_pdf_compare_xi_to_expected() (in module validphys.closuretest.multiclosure_pdf_output)
fits_pdf_expected_xi_from_ratio() (in module validphys.closuretest.multiclosure_pdf_output)
fits_pdf_flavour_ratio() (in module validphys.closuretest.multiclosure_pdf)
fits_pdf_sqrt_ratio() (in module validphys.closuretest.multiclosure_pdf_output)
fits_pdf_total_ratio() (in module validphys.closuretest.multiclosure_pdf)
fits_replica_data_correlated() (in module validphys.fitdata)
fits_sqrt_covmat_by_flavour() (in module validphys.closuretest.multiclosure_pdf)
fits_total_bias_variance() (in module validphys.closuretest.multiclosure)
fits_version_table() (in module validphys.fitdata)
FitSpec (class in validphys.core)
FitState (class in n3fit.stopping)
fittable_datasets_masked() (in module validphys.n3fit_data)
FittableDataSet (class in validphys.n3fit_data_utils)
fitted (validphys.kinematics.XQ2Map attribute)
fitted_replica_indexes() (in module validphys.fitdata)
fitting_data_dict() (in module validphys.n3fit_data)
FitUploader (class in validphys.uploadutils)
fixup_header() (in module validphys.tableloader)
fixup_ref() (in module validphys.scripts.vp_pdfrename)
fk_predictions() (in module validphys.convolution)
FK_tables (validphys.commondataparser.TheoryMeta attribute)
FkRotation (class in n3fit.layers.rotations)
FKTableData (class in validphys.coredata)
FKTableNotFound
fktables() (validphys.n3fit_data_utils.FittableDataSet method)
fktables_data (validphys.n3fit_data_utils.FittableDataSet attribute)
fktables_to_paths() (validphys.commondataparser.TheoryMeta method)
FKTableSpec (class in validphys.core)
flatten() (in module n3fit.backends.keras_backend.operations)
flavors (validphys.lhapdfset.LHAPDFSet property)
flavours (validphys.arclength.ArcLengthGrid attribute)
(validphys.pdfgrids.XPlottingGrid attribute)
FlavoursDistancePlotter (class in validphys.pdfplots)
FlavoursPlotter (class in validphys.pdfplots)
FlavourState (class in validphys.pdfplots)
FlavoursVarDistancePlotter (class in validphys.pdfplots)
FlavourToEvolution (class in n3fit.layers.rotations)
FLLO (class in validphys.photon.structure_functions)
fmt() (in module validphys.eff_exponents)
fnorm_shifts_byprocess() (in module validphys.theorycovariance.tests)
fnorm_shifts_ordered() (in module validphys.theorycovariance.tests)
FNS (validphys.filters.FilterRule attribute)
folder (validphys.commondataparser.SetMetaData property)
frac (validphys.n3fit_data_utils.FittableDataSet attribute)
frame_center() (in module validphys.plotutils)
from_commondata() (validphys.plotoptions.core.PlotInfo class method)
from_convolution() (validphys.results.PositivityResult class method)
(validphys.results.ThPredictionsResult class method)
FROM_CUT_INTERSECTION_NAMESPACE (validphys.core.CutsPolicy attribute)
from_flavour_mat (validphys.pdfbases.LinearBasis attribute)
from_mapping() (validphys.pdfbases.LinearBasis class method)
from_pkl() (n3fit.hyper_optimization.filetrials.FileTrials class method)
FROM_SIMILAR_PREDICTIONS_NAMESPACE (validphys.core.CutsPolicy attribute)
from_yaml() (n3fit.scripts.n3fit_exec.N3FitConfig class method)
(n3fit.scripts.vp_setupfit.SetupFitConfig class method)
fromfile_covmat() (in module validphys.theorycovariance.construction)
FROMFIT (validphys.core.CutsPolicy attribute)
full_label() (validphys.commondataparser.ValidVariable method)
func_labels (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
fxq() (validphys.photon.structure_functions.F2LO method)
(validphys.photon.structure_functions.FLLO method)
(validphys.photon.structure_functions.InterpStructureFunction method)
(validphys.photon.structure_functions.StructureFunction method)
G
gather() (in module n3fit.backends.keras_backend.operations)
gen_integration_input() (in module n3fit.msr)
gen_mask() (n3fit.layers.DIS.DIS method)
(n3fit.layers.DY.DY method)
(n3fit.layers.observable.Observable method)
gen_tensorboard_callback() (in module n3fit.backends.keras_backend.callbacks)
generate_dictionary() (in module validphys.hyperoptplot)
generate_DIS() (in module n3fit.tests.test_layers)
generate_errors() (validphys.photon.compute.Photon method)
generate_exp_covmat() (in module validphys.covmats)
generate_had() (in module n3fit.tests.test_layers)
generate_input_DIS() (in module n3fit.tests.test_layers)
generate_input_had() (in module n3fit.tests.test_layers)
generate_msr_model_and_grid() (in module n3fit.msr)
generate_nn() (in module n3fit.model_gen)
generate_path_filtered_data() (in module validphys.utils)
generate_pdf_model() (in module n3fit.model_gen)
generate_replica0() (in module validphys.lhio)
generate_scaler() (in module n3fit.scaler)
generate_weight() (n3fit.layers.preprocessing.Preprocessing method)
get() (validphys.hyperoptplot.HyperoptTrial method)
get_all_trials() (validphys.core.HyperscanSpec method)
get_alpha_lines() (in module validphys.eff_exponents)
get_beta_lines() (in module validphys.eff_exponents)
get_collaboration() (in module validphys.lhaindex)
get_combinations() (in module validphys.hyper_algorithm)
get_commandline_arguments() (n3fit.scripts.n3fit_exec.N3FitApp method)
(n3fit.scripts.vp_setupfit.SetupFitApp method)
(validphys.scripts.vp_comparefits.CompareFitApp method)
(validphys.scripts.vp_hyperoptplot.HyperoptPlotApp method)
get_commondata() (validphys.loader.Loader method)
get_config() (n3fit.backends.keras_backend.multi_dense.MultiDense method)
(n3fit.layers.x_operations.xDivide method)
(validphys.scripts.vp_comparefits.CompareFitApp method)
(validphys.scripts.vp_deltachi2.HyperoptPlotApp method)
(validphys.scripts.vp_hyperoptplot.HyperoptPlotApp method)
get_cuts_for_dataset() (in module validphys.filters)
get_cv() (validphys.coredata.CommonData method)
get_description() (validphys.core.TheoryIDSpec method)
get_df_block() (in module validphys.calcutils)
get_extrasum_slice() (in module validphys.tableloader)
get_fktable() (validphys.loader.Loader method)
get_index_path() (in module validphys.lhaindex)
get_indexes_to_names() (in module validphys.lhaindex)
get_info() (in module validphys.plotoptions.core)
get_kinlabel_key() (in module validphys.commondataparser)
get_kintable() (validphys.coredata.CommonData method)
get_label() (validphys.commondataparser.ValidKinematics method)
get_layer_re() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
get_layer_replica_weights() (in module n3fit.backends.keras_backend.MetaModel)
get_lha_datapath() (in module validphys.lhaindex)
get_members() (validphys.core.PDF method)
get_names_to_indexes() (in module validphys.lhaindex)
get_nn_weights() (n3fit.vpinterface.N3PDF method)
get_np_fktable() (validphys.coredata.FKTableData method)
get_pdf() (validphys.loader.Loader method)
get_pdf_indexes() (in module validphys.lhaindex)
get_pdf_name() (in module validphys.lhaindex)
get_physical_gpus() (in module n3fit.backends.keras_backend.internal_state)
get_plot_kinlabels() (in module validphys.commondataparser)
get_posset() (validphys.loader.Loader method)
get_preprocessing_factors() (n3fit.vpinterface.N3PDF method)
get_relative_path() (validphys.uploadutils.ArchiveUploader method)
(validphys.uploadutils.Uploader method)
get_replica_weights() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
get_slice() (in module validphys.hyper_algorithm)
get_state() (n3fit.stopping.FitHistory method)
get_subclasses() (in module validphys.plotoptions.utils)
get_time() (in module n3fit.stopwatch)
get_times() (n3fit.stopwatch.StopWatch method)
get_title() (validphys.asy_exponents.AsyExponentBandPlotter method)
(validphys.eff_exponents.PreprocessingPlotter method)
(validphys.pdfplots.DistancePDFPlotter method)
(validphys.pdfplots.FlavoursPlotter method)
(validphys.pdfplots.PDFPlotter method)
(validphys.pdfplots.PullPDFPlotter method)
(validphys.pdfplots.VarDistancePDFPlotter method)
get_weight_by_name() (n3fit.backends.keras_backend.MetaLayer.MetaLayer method)
get_xcol() (validphys.plotoptions.core.PlotInfo method)
get_xq2map() (in module validphys.plotoptions.core)
get_yaml_information() (in module validphys.pineparser)
get_ylabel() (validphys.asy_exponents.AsyExponentBandPlotter method)
(validphys.deltachi2.PDFEpsilonPlotter method)
(validphys.eff_exponents.PreprocessingPlotter method)
(validphys.pdfplots.AllFlavoursPlotter method)
(validphys.pdfplots.DistancePDFPlotter method)
(validphys.pdfplots.PDFPlotter method)
(validphys.pdfplots.PullPDFPlotter method)
(validphys.pdfplots.UncertaintyPDFPlotter method)
(validphys.pdfplots.VarDistancePDFPlotter method)
grid_values (validphys.pdfgrids.Lumi1dGrid attribute)
(validphys.pdfgrids.Lumi2dGrid attribute)
(validphys.pdfgrids.XPlottingGrid attribute)
grid_values() (in module validphys.gridvalues)
(n3fit.vpinterface.N3LHAPDFSet method)
(validphys.lhapdfset.LHAPDFSet method)
(validphys.pdfbases.Basis method)
GridFileNotFound
GridInfo (class in validphys.fkparser)
gridname() (in module validphys.mc2hessian)
group (validphys.kinematics.XQ2Map attribute)
group_label() (validphys.plotoptions.core.PlotInfo method)
group_result_central_table_no_table() (in module validphys.results)
group_result_table() (in module validphys.results)
group_result_table_68cl() (in module validphys.results)
group_result_table_no_table() (in module validphys.results)
groups_bootstrap_expected_xi() (in module validphys.closuretest.multiclosure)
groups_bootstrap_expected_xi_table() (in module validphys.closuretest.multiclosure_output)
groups_bootstrap_ratio() (in module validphys.closuretest.multiclosure)
groups_bootstrap_sqrt_ratio() (in module validphys.closuretest.multiclosure)
groups_bootstrap_sqrt_ratio_table() (in module validphys.closuretest.multiclosure_output)
groups_bootstrap_xi_comparison() (in module validphys.closuretest.multiclosure_output)
groups_bootstrap_xi_table() (in module validphys.closuretest.multiclosure_output)
groups_central_values() (in module validphys.results)
groups_central_values_no_table() (in module validphys.results)
groups_chi2_table() (in module validphys.results)
groups_corrmat() (in module validphys.covmats)
(in module validphys.results)
groups_covmat() (in module validphys.covmats)
(in module validphys.results)
groups_covmat_no_table() (in module validphys.covmats)
(in module validphys.results)
groups_data_values() (in module validphys.results)
groups_index() (in module validphys.results)
groups_invcovmat() (in module validphys.covmats)
(in module validphys.results)
groups_normcovmat() (in module validphys.covmats)
(in module validphys.results)
groups_sqrtcovmat() (in module validphys.covmats)
(in module validphys.results)
H
hadron_predictions() (in module validphys.convolution)
hadronic (validphys.coredata.FKTableData attribute)
(validphys.fkparser.GridInfo attribute)
(validphys.n3fit_data_utils.FittableDataSet property)
half (validphys.plotoptions.plottingoptions.ResultTransformations attribute)
half() (in module validphys.plotoptions.resulttransforms)
handle_meta_interactive() (in module validphys.scripts.wiki_upload)
handle_single_file() (in module validphys.scripts.wiki_upload)
HandlerSpec (in module validphys.plotutils)
has_element() (validphys.pdfbases.Basis method)
hatch_iter() (in module validphys.plotutils)
hepdata (validphys.commondataparser.SetMetaData attribute)
hessian_from_lincomb() (in module validphys.lhio)
HessianStats (class in validphys.core)
hig_rap_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
high_xq() (in module validphys.plotoptions.labelers)
hp_choice() (in module n3fit.hyper_optimization.hyper_scan)
hp_loguniform() (in module n3fit.hyper_optimization.hyper_scan)
hp_quniform() (in module n3fit.hyper_optimization.hyper_scan)
hp_uniform() (in module n3fit.hyper_optimization.hyper_scan)
hqp_mqq_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
hqp_ptq_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
hqp_ptqq_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
hqp_yq_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
hqp_yqq_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
HQPTXQ2MapMixin (class in validphys.plotoptions.kintransforms)
HQQPTXQ2MapMixin (class in validphys.plotoptions.kintransforms)
hyper_scan_wrapper() (in module n3fit.hyper_optimization.hyper_scan)
HyperLoss (class in n3fit.hyper_optimization.rewards)
hyperopt_dataframe() (in module validphys.hyperoptplot)
hyperopt_table() (in module validphys.hyperoptplot)
HyperoptPlotApp (class in validphys.scripts.vp_deltachi2)
(class in validphys.scripts.vp_hyperoptplot)
HyperoptTrial (class in validphys.hyperoptplot)
hyperparametrizable() (n3fit.model_trainer.ModelTrainer method)
hyperscan_index (validphys.loader.RemoteLoader property)
hyperscan_resultpath (validphys.loader.LoaderBase property)
hyperscan_url (validphys.loader.RemoteLoader property)
HyperScanner (class in n3fit.hyper_optimization.hyper_scan)
HyperscanNotFound
HyperscanSpec (class in validphys.core)
HyperscanUploader (class in validphys.uploadutils)
I
IC (validphys.filters.FilterRule attribute)
id (validphys.core.TheoryIDSpec attribute)
identity (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
idx (n3fit.model_trainer.InputInfo attribute)
implemented_datasets (validphys.loader.Loader property)
implemented_observables (validphys.commondataparser.SetMetaData attribute)
inc_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
InconsistentMetaDataError
indexed_make_replica() (in module validphys.pseudodata)
info (validphys.core.PDF property)
infofilename() (in module validphys.lhaindex)
infopath (validphys.core.PDF property)
init() (validphys.app.App method)
init_constant() (n3fit.backends.keras_backend.MetaLayer.MetaLayer static method)
init_output() (n3fit.scripts.n3fit_exec.N3FitEnvironment method)
(n3fit.scripts.vp_setupfit.SetupFitEnvironment method)
initializers (n3fit.backends.keras_backend.MetaLayer.MetaLayer attribute)
input (n3fit.model_trainer.InputInfo attribute)
InputInfo (class in n3fit.model_trainer)
iNSPIRE (validphys.commondataparser.SetMetaData attribute)
integdatasets_fitting_integ_dict() (in module validphys.n3fit_data)
integnumbers (validphys.fitdata.FitInfo attribute)
integrability (n3fit.model_gen.ObservableWrapper attribute)
integrability() (in module n3fit.hyper_optimization.penalties)
integrability_number() (in module validphys.arclength)
integrability_numbers() (in module n3fit.vpinterface)
integrability_veto() (in module validphys.fitveto)
IntegrabilitySetSpec (class in validphys.core)
interactive (validphys.renametools.Spinner property)
interactive_author() (validphys.scripts.vp_comparefits.CompareFitApp method)
interactive_current_fit() (validphys.scripts.vp_comparefits.CompareFitApp method)
interactive_current_fit_label() (validphys.scripts.vp_comparefits.CompareFitApp method)
interactive_description() (in module validphys.scripts.vp_nextfitruncard)
interactive_keywords() (validphys.scripts.vp_comparefits.CompareFitApp method)
interactive_meta() (in module validphys.uploadutils)
interactive_reference_fit() (validphys.scripts.vp_comparefits.CompareFitApp method)
interactive_reference_fit_label() (validphys.scripts.vp_comparefits.CompareFitApp method)
interactive_thcovmat_if_present() (validphys.scripts.vp_comparefits.CompareFitApp method)
interactive_title() (validphys.scripts.vp_comparefits.CompareFitApp method)
INTERNAL (validphys.core.CutsPolicy attribute)
internal_multiclosure_data_loader() (in module validphys.closuretest.multiclosure)
internal_multiclosure_data_loader_pca() (in module validphys.closuretest.multiclosure)
internal_multiclosure_dataset_loader() (in module validphys.closuretest.multiclosure)
internal_multiclosure_dataset_loader_pca() (in module validphys.closuretest.multiclosure)
internal_nonsinglet_xgrid() (in module validphys.closuretest.multiclosure_pdf)
internal_singlet_gluon_xgrid() (in module validphys.closuretest.multiclosure_pdf)
InternalCutsWrapper (class in validphys.core)
interpolate_alphaem() (validphys.photon.alpha.Alpha method)
InterpStructureFunction (class in validphys.photon.structure_functions)
invcovmat (n3fit.model_gen.ObservableWrapper attribute)
is_identity() (n3fit.layers.rotations.Rotation method)
is_integrability (validphys.commondataparser.ObservableMetaData property)
is_nnpdf_special (validphys.commondataparser.ObservableMetaData property)
is_pineappl() (validphys.core.TheoryIDSpec method)
is_polarized (validphys.core.PDF property)
is_ported_dataset (validphys.commondataparser.ObservableMetaData property)
is_pos_polarized() (n3fit.layers.observable.Observable method)
is_positive (validphys.fitdata.FitInfo attribute)
is_positivity (validphys.commondataparser.ObservableMetaData property)
is_stacked_single_replicas() (in module n3fit.backends.keras_backend.MetaModel)
is_t0 (validphys.lhapdfset.LHAPDFSet property)
is_unique() (in module n3fit.layers.observable)
isinstalled (validphys.core.PDF property)
isinstalled() (in module validphys.lhaindex)
iterate_preprocessing_yaml() (in module validphys.eff_exponents)
iterated_runcard_yaml() (in module validphys.eff_exponents)
J
jet_eta() (in module validphys.plotoptions.labelers)
jet_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
JETXQ2MapMixin (class in validphys.plotoptions.kintransforms)
journal (validphys.commondataparser.ValidReference attribute)
jsonfit() (in module n3fit.io.writer)
K
k1 (validphys.plotoptions.core.KinLabel attribute)
k2 (validphys.plotoptions.core.KinLabel attribute)
k2bins10() (in module validphys.plotoptions.labelers)
k2bins5() (in module validphys.plotoptions.labelers)
k2bins6() (in module validphys.plotoptions.labelers)
k3 (validphys.plotoptions.core.KinLabel attribute)
kde_chi2dist_experiments() (in module validphys.dataplots)
kde_plot() (in module validphys.plotutils)
KeywordsWithCache (class in validphys.promptutils)
kfold_masks() (in module validphys.n3fit_data)
kin_variables (validphys.coredata.CommonData attribute)
kinematic_coverage (validphys.commondataparser.ObservableMetaData attribute)
kinematics (validphys.commondataparser.ObservableMetaData attribute)
(validphys.coredata.CommonData property)
kinematics_override (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
kinematics_table() (in module validphys.kinematics)
kinematics_table_notable() (in module validphys.kinematics)
kinetic_xplotting_grid() (in module validphys.pdfgrids)
KineticXPlottingGrid (class in validphys.pdfgrids)
KinLabel (class in validphys.plotoptions.core)
kinlabels (validphys.commondataparser.ObservableMetaData property)
kinlimits() (in module validphys.kinematics)
Kintransform (class in validphys.plotoptions.kintransforms)
kitable() (in module validphys.plotoptions.core)
L
label (validphys.commondataparser.ValidVariable attribute)
(validphys.core.FitSpec attribute)
(validphys.core.HyperscanSpec attribute)
(validphys.core.PDF property)
(validphys.results.DataResult property)
label() (in module validphys.plotoptions.utils)
LabeledShifts (class in validphys.theorycovariance.tests)
labels (validphys.pdfbases.Basis attribute)
LagrangeCallback (class in n3fit.backends.keras_backend.callbacks)
LagrangeSetSpec (class in validphys.core)
law_th (validphys.closuretest.multiclosure.PCAInternalMulticlosureLoader attribute)
leaky_relu() (in module n3fit.backends.keras_backend.base_layers)
legacy (validphys.coredata.CommonData attribute)
legacy_names (validphys.core.CommonDataSpec property)
(validphys.coredata.CommonData attribute)
legend() (validphys.deltachi2.PDFEpsilonPlotter method)
(validphys.pdfplots.BandPDFPlotter method)
(validphys.pdfplots.PDFPlotter method)
(validphys.pdfplots.PullPDFPlotter method)
legend_artist() (validphys.plotutils.ComposedHandler method)
level0_commondata_wc() (in module validphys.pseudodata)
lhapdf_pdfs (validphys.loader.RemoteLoader property)
lhapdf_urls (validphys.loader.RemoteLoader property)
LHAPDFSet (class in validphys.lhapdfset)
line_by (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
linear (validphys.plotoptions.plottingoptions.Scale attribute)
linear_fk_predictions() (in module validphys.convolution)
linear_hadron_predictions() (in module validphys.convolution)
linear_predictions() (in module validphys.convolution)
LinearBasis (class in validphys.pdfbases)
link_trials() (validphys.hyperoptplot.HyperoptTrial method)
list_bases() (in module validphys.pdfbases)
ListAction (class in validphys.scripts.vp_get)
load() (n3fit.vpinterface.N3PDF method)
(validphys.core.CommonDataSpec method)
(validphys.core.Cuts method)
(validphys.core.InternalCutsWrapper method)
(validphys.core.MatchedCuts method)
(validphys.core.PDF method)
(validphys.core.PDFcv method)
(validphys.core.SimilarCuts method)
(validphys.core.ThCovMatSpec method)
load_adapted_fits_chi2_table() (in module validphys.tableloader)
load_all_replicas() (in module validphys.lhio)
load_cfactors() (validphys.core.FKTableSpec method)
load_commondata() (in module validphys.commondataparser)
(validphys.core.DataGroupSpec method)
(validphys.core.DataSetSpec method)
load_commondata_instance() (validphys.core.DataGroupSpec method)
load_commondata_new() (in module validphys.commondataparser)
load_commondata_old() (in module validphys.commondataparser)
load_data_central() (validphys.commondataparser.ObservableMetaData method)
load_default_data_grouping() (validphys.config.CoreConfig method)
load_default_default_filter_rules() (validphys.config.CoreConfig method)
load_default_default_filter_settings() (validphys.config.CoreConfig method)
load_experiments_covmat() (in module validphys.tableloader)
load_experiments_invcovmat() (in module validphys.tableloader)
load_fitinfo() (in module validphys.fitdata)
load_fits_chi2_table() (in module validphys.tableloader)
load_fktable() (in module validphys.fkparser)
load_identical_replicas() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
load_kinematics() (validphys.commondataparser.ObservableMetaData method)
load_perreplica_chi2_table() (in module validphys.tableloader)
load_replica() (in module validphys.lhio)
load_t0() (validphys.core.PDF method)
load_uncertainties() (validphys.commondataparser.ObservableMetaData method)
load_with_cuts() (validphys.core.FKTableSpec method)
loaded_commondata_with_cuts() (in module validphys.commondata)
Loader (class in validphys.loader)
loader (validphys.config.CoreConfig property)
LoaderBase (class in validphys.loader)
LoaderError
LoadFailedError
local_variables (validphys.filters.FilterRule attribute)
log (validphys.plotoptions.plottingoptions.Scale attribute)
loss (validphys.hyperoptplot.HyperoptTrial property)
LossIntegrability (class in n3fit.layers.losses)
LossInvcovmat (class in n3fit.layers.losses)
LossLagrange (class in n3fit.layers.losses)
LossPositivity (class in n3fit.layers.losses)
LSTM_modified() (in module n3fit.backends.keras_backend.base_layers)
Lumi1dGrid (class in validphys.pdfgrids)
Lumi2dGrid (class in validphys.pdfgrids)
lumigrid1d() (in module validphys.pdfgrids)
lumigrid2d() (in module validphys.pdfgrids)
luminosity_mapping (validphys.coredata.FKTableData property)
M
m (validphys.pdfgrids.Lumi1dGrid attribute)
(validphys.pdfgrids.Lumi2dGrid attribute)
main() (in module n3fit.scripts.evolven3fit)
(in module n3fit.scripts.n3fit_exec)
(in module n3fit.scripts.vp_setupfit)
(in module validphys.app)
(in module validphys.scripts.main)
(in module validphys.scripts.postfit)
(in module validphys.scripts.vp_checktheory)
(in module validphys.scripts.vp_comparefits)
(in module validphys.scripts.vp_deltachi2)
(in module validphys.scripts.vp_fitrename)
(in module validphys.scripts.vp_get)
(in module validphys.scripts.vp_hyperoptplot)
(in module validphys.scripts.vp_list)
(in module validphys.scripts.vp_nextfitruncard)
(in module validphys.scripts.vp_pdffromreplicas)
(in module validphys.scripts.vp_pdfrename)
(in module validphys.scripts.vp_upload)
(in module validphys.scripts.wiki_upload)
make_checker() (validphys.loader.FallbackLoader method)
make_dataset_dir() (in module validphys.filters)
make_label() (validphys.results.ThPredictionsResult static method)
make_level1_data() (in module validphys.pseudodata)
make_only_cv() (validphys.core.PDF method)
make_pdf() (in module validphys.lhapdf_compatibility)
make_pdf_from_filtered_outliers() (in module validphys.reweighting)
make_replica() (in module validphys.pseudodata)
make_stop() (n3fit.stopping.Stopping method)
make_unweighted_pdf() (in module validphys.reweighting)
marker_iter_plot() (in module validphys.plotutils)
marker_iter_scatter() (in module validphys.plotutils)
Mask (class in n3fit.layers.mask)
masked (validphys.kinematics.XQ2Map attribute)
match_datasets_by_name() (in module validphys.fitdata)
MatchedCuts (class in validphys.core)
matrix_plot_labels() (in module validphys.theorycovariance.output)
maxTau (validphys.filters.FilterDefaults attribute)
mc2hessian() (in module validphys.mc2hessian)
mc2hessian_xgrid() (in module validphys.mc2hessian)
MCStats (class in validphys.core)
members (validphys.lhapdfset.LHAPDFSet property)
metadata (validphys.core.CommonDataSpec property)
(validphys.coredata.FKTableData attribute)
MetaLayer (class in n3fit.backends.keras_backend.MetaLayer)
MetaModel (class in n3fit.backends.keras_backend.MetaModel)
MinMaxWeight (class in n3fit.backends.keras_backend.constraints)
MissingLabelError
MissingRuleAttribute
MixBandPDFPlotter (class in validphys.pdfplots)
ModelTrainer (class in n3fit.model_trainer)
modified_tanh() (in module n3fit.backends.keras_backend.base_layers)
module
n3fit
n3fit.backends
n3fit.backends.keras_backend
n3fit.backends.keras_backend.base_layers
n3fit.backends.keras_backend.callbacks
n3fit.backends.keras_backend.constraints
n3fit.backends.keras_backend.internal_state
n3fit.backends.keras_backend.MetaLayer
n3fit.backends.keras_backend.MetaModel
n3fit.backends.keras_backend.multi_dense
n3fit.backends.keras_backend.operations
n3fit.checks
n3fit.hyper_optimization
n3fit.hyper_optimization.filetrials
n3fit.hyper_optimization.hyper_scan
n3fit.hyper_optimization.mongofiletrials
n3fit.hyper_optimization.penalties
n3fit.hyper_optimization.rewards
n3fit.io
n3fit.io.writer
n3fit.layers
n3fit.layers.DIS
n3fit.layers.DY
n3fit.layers.losses
n3fit.layers.mask
n3fit.layers.msr_normalization
n3fit.layers.observable
n3fit.layers.preprocessing
n3fit.layers.rotations
n3fit.layers.x_operations
n3fit.model_gen
n3fit.model_trainer
n3fit.msr
n3fit.n3fit_checks_provider
n3fit.performfit
n3fit.scaler
n3fit.scripts
n3fit.scripts.evolven3fit
n3fit.scripts.n3fit_exec
n3fit.scripts.vp_setupfit
n3fit.stopping
n3fit.stopwatch
n3fit.tests
n3fit.tests.regressions
n3fit.tests.test_backend
n3fit.tests.test_layers
n3fit.tests.test_losses
n3fit.tests.test_modelgen
n3fit.tests.test_multidense
n3fit.tests.test_multireplica
n3fit.tests.test_penalties
n3fit.tests.test_preprocessing
n3fit.tests.test_rotations
n3fit.tests.test_stopwatch
n3fit.tests.test_xops
n3fit.vpinterface
validphys
validphys.api
validphys.app
validphys.arclength
validphys.asy_exponents
validphys.calcutils
validphys.checks
validphys.closuretest
validphys.closuretest.closure_checks
validphys.closuretest.closure_plots
validphys.closuretest.closure_results
validphys.closuretest.multiclosure
validphys.closuretest.multiclosure_output
validphys.closuretest.multiclosure_pdf
validphys.closuretest.multiclosure_pdf_output
validphys.closuretest.multiclosure_preprocessing
validphys.closuretest.multiclosure_pseudodata
validphys.commondata
validphys.commondataparser
validphys.compareclosuretemplates
validphys.comparefittemplates
validphys.config
validphys.convolution
validphys.core
validphys.coredata
validphys.correlations
validphys.covmats
validphys.covmats_utils
validphys.cuts
validphys.cuts.lockfiles
validphys.dataplots
validphys.deltachi2
validphys.deltachi2templates
validphys.eff_exponents
validphys.filters
validphys.fitdata
validphys.fitveto
validphys.fkparser
validphys.gridvalues
validphys.hessian2mc
validphys.hyper_algorithm
validphys.hyperoptplot
validphys.hyperplottemplates
validphys.kinematics
validphys.lhaindex
validphys.lhapdf_compatibility
validphys.lhapdfset
validphys.lhio
validphys.loader
validphys.mc2hessian
validphys.mc_gen
validphys.mplstyles
validphys.n3fit_data
validphys.n3fit_data_utils
validphys.overfit_metric
validphys.pdfbases
validphys.pdfgrids
validphys.pdfoutput
validphys.pdfplots
validphys.photon
validphys.photon.alpha
validphys.photon.compute
validphys.photon.constants
validphys.photon.structure_functions
validphys.pineparser
validphys.plotoptions
validphys.plotoptions.core
validphys.plotoptions.kintransforms
validphys.plotoptions.labelers
validphys.plotoptions.plottingoptions
validphys.plotoptions.resulttransforms
validphys.plotoptions.utils
validphys.plotutils
validphys.process_options
validphys.promptutils
validphys.pseudodata
validphys.renametools
validphys.replica_selector
validphys.results
validphys.reweighting
validphys.scalevariations
validphys.scripts
validphys.scripts.main
validphys.scripts.postfit
validphys.scripts.vp_checktheory
validphys.scripts.vp_comparefits
validphys.scripts.vp_deltachi2
validphys.scripts.vp_fitrename
validphys.scripts.vp_get
validphys.scripts.vp_hyperoptplot
validphys.scripts.vp_list
validphys.scripts.vp_nextfitruncard
validphys.scripts.vp_pdffromreplicas
validphys.scripts.vp_pdfrename
validphys.scripts.vp_upload
validphys.scripts.wiki_upload
validphys.sumrules
validphys.tableloader
validphys.tests
validphys.tests.baseline
validphys.tests.photon
validphys.tests.regressions
validphys.tests.test_closuretest
validphys.tests.test_hessian2mc
validphys.tests.test_metaexps
validphys.tests.test_results
validphys.tests.test_tableloader
validphys.tests.test_totalchi2
validphys.tests.test_vplistscript
validphys.tests.test_weights
validphys.theorycovariance
validphys.theorycovariance.construction
validphys.theorycovariance.output
validphys.theorycovariance.tests
validphys.theorycovariance.theorycovarianceutils
validphys.theoryinfo
validphys.uploadutils
validphys.utils
moment() (validphys.core.HessianStats method)
(validphys.core.MCStats method)
(validphys.core.Stats method)
(validphys.core.SymmHessianStats method)
MongodRunner (class in n3fit.hyper_optimization.mongofiletrials)
MongoFileTrials (class in n3fit.hyper_optimization.mongofiletrials)
monitor_chi2() (n3fit.stopping.Stopping method)
MSR_Normalization (class in n3fit.layers.msr_normalization)
MultiDense (class in n3fit.backends.keras_backend.multi_dense)
MultiInitializer (class in n3fit.backends.keras_backend.multi_dense)
multiplicative_errors (validphys.coredata.CommonData property)
multiplier (n3fit.model_gen.ObservableWrapper attribute)
N
n3fit
module
n3fit.backends
module
n3fit.backends.keras_backend
module
n3fit.backends.keras_backend.base_layers
module
n3fit.backends.keras_backend.callbacks
module
n3fit.backends.keras_backend.constraints
module
n3fit.backends.keras_backend.internal_state
module
n3fit.backends.keras_backend.MetaLayer
module
n3fit.backends.keras_backend.MetaModel
module
n3fit.backends.keras_backend.multi_dense
module
n3fit.backends.keras_backend.operations
module
n3fit.checks
module
n3fit.hyper_optimization
module
n3fit.hyper_optimization.filetrials
module
n3fit.hyper_optimization.hyper_scan
module
n3fit.hyper_optimization.mongofiletrials
module
n3fit.hyper_optimization.penalties
module
n3fit.hyper_optimization.rewards
module
n3fit.io
module
n3fit.io.writer
module
n3fit.layers
module
n3fit.layers.DIS
module
n3fit.layers.DY
module
n3fit.layers.losses
module
n3fit.layers.mask
module
n3fit.layers.msr_normalization
module
n3fit.layers.observable
module
n3fit.layers.preprocessing
module
n3fit.layers.rotations
module
n3fit.layers.x_operations
module
n3fit.model_gen
module
n3fit.model_trainer
module
n3fit.msr
module
n3fit.n3fit_checks_provider
module
n3fit.performfit
module
n3fit.scaler
module
n3fit.scripts
module
n3fit.scripts.evolven3fit
module
n3fit.scripts.n3fit_exec
module
n3fit.scripts.vp_setupfit
module
n3fit.stopping
module
n3fit.stopwatch
module
n3fit.tests
module
n3fit.tests.regressions
module
n3fit.tests.test_backend
module
n3fit.tests.test_layers
module
n3fit.tests.test_losses
module
n3fit.tests.test_modelgen
module
n3fit.tests.test_multidense
module
n3fit.tests.test_multireplica
module
n3fit.tests.test_penalties
module
n3fit.tests.test_preprocessing
module
n3fit.tests.test_rotations
module
n3fit.tests.test_stopwatch
module
n3fit.tests.test_xops
module
n3fit.vpinterface
module
n3fit_checks_action() (in module n3fit.n3fit_checks_provider)
N3FitApp (class in n3fit.scripts.n3fit_exec)
N3FitConfig (class in n3fit.scripts.n3fit_exec)
N3FitEnvironment (class in n3fit.scripts.n3fit_exec)
N3FitError
N3LHAPDFSet (class in n3fit.vpinterface)
N3PDF (class in n3fit.vpinterface)
N3Stats (class in n3fit.vpinterface)
n_comp (validphys.closuretest.multiclosure.PCAInternalMulticlosureLoader attribute)
n_fit_samples() (in module validphys.closuretest.multiclosure)
n_members (validphys.lhapdfset.LHAPDFSet property)
n_replica_samples() (in module validphys.closuretest.multiclosure)
name (n3fit.model_gen.ObservableWrapper attribute)
(validphys.commondataparser.CommonDataMetadata attribute)
(validphys.commondataparser.ObservableMetaData property)
(validphys.core.CommonDataSpec property)
(validphys.core.FitSpec attribute)
(validphys.core.HyperscanSpec attribute)
(validphys.n3fit_data_utils.FittableDataSet attribute)
(validphys.results.DataResult property)
name_to_label() (validphys.plotoptions.core.PlotInfo method)
namelist (validphys.theorycovariance.construction.ProcessInfo attribute)
natural_keys() (in module validphys.scripts.vp_list)
ndata (validphys.closuretest.closure_results.BiasData attribute)
(validphys.closuretest.closure_results.VarianceData attribute)
(validphys.commondataparser.CommonDataMetadata attribute)
(validphys.commondataparser.ObservableMetaData attribute)
(validphys.core.CommonDataSpec property)
(validphys.coredata.CommonData attribute)
(validphys.coredata.FKTableData attribute)
(validphys.fkparser.GridInfo attribute)
(validphys.n3fit_data_utils.FittableDataSet property)
(validphys.results.Chi2Data attribute)
new_labels() (in module validphys.plotoptions.utils)
(validphys.plotoptions.kintransforms.dijet_CMS_3D method)
(validphys.plotoptions.kintransforms.dijet_CMS_5TEV method)
(validphys.plotoptions.kintransforms.dijet_sqrt_scale method)
(validphys.plotoptions.kintransforms.dijet_sqrt_scale_ATLAS method)
(validphys.plotoptions.kintransforms.dis_sqrt_scale method)
(validphys.plotoptions.kintransforms.ewk_pseudorapity_sqrt_scale method)
(validphys.plotoptions.kintransforms.identity method)
(validphys.plotoptions.kintransforms.jet_sqrt_scale method)
(validphys.plotoptions.kintransforms.nmc_process method)
(validphys.plotoptions.kintransforms.SqrtScaleMixin method)
new_pdf_from_indexes() (in module validphys.lhio)
new_trial_docs() (n3fit.hyper_optimization.filetrials.FileTrials method)
new_trial_ids() (n3fit.hyper_optimization.filetrials.FileTrials method)
(n3fit.hyper_optimization.mongofiletrials.MongoFileTrials method)
next_effective_exponents_table() (in module validphys.eff_exponents)
next_multiclosure_alpha_preprocessing_table() (in module validphys.closuretest.multiclosure_preprocessing)
next_multiclosure_beta_preprocessing_table() (in module validphys.closuretest.multiclosure_preprocessing)
nite (validphys.fitdata.FitInfo attribute)
nkin (validphys.coredata.CommonData attribute)
nmc_process (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
nnpdf31_process (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
nnpdf_metadata (validphys.commondataparser.ObservableMetaData property)
(validphys.commondataparser.SetMetaData attribute)
nnpdf_pdfs (validphys.loader.RemoteLoader property)
nnpdf_pdfs_index (validphys.loader.RemoteLoader property)
nnpdf_pdfs_urls (validphys.loader.RemoteLoader property)
nnpdf_weights() (in module validphys.reweighting)
nnpdf_weights_numerator() (in module validphys.reweighting)
NOCUTS (validphys.core.CutsPolicy attribute)
normalization (validphys.commondataparser.TheoryMeta attribute)
normalize (validphys.plotoptions.core.PlottingFile attribute)
(validphys.plotoptions.plottingoptions.PlottingOptions attribute)
normalize() (validphys.pdfplots.DistancePDFPlotter method)
(validphys.pdfplots.PDFPlotter method)
normalize_pdf (validphys.pdfplots.PDFPlotter property)
npoints (validphys.commondataparser.ObservableMetaData attribute)
ns_dump_description() (n3fit.scripts.n3fit_exec.N3FitEnvironment class method)
(n3fit.scripts.vp_setupfit.SetupFitEnvironment class method)
nsys (validphys.commondataparser.CommonDataMetadata attribute)
(validphys.core.CommonDataSpec property)
(validphys.coredata.CommonData attribute)
num_fitted_replicas() (in module validphys.fitdata)
num_replicas (n3fit.backends.keras_backend.MetaModel.MetaModel property)
numpy_check() (in module n3fit.tests.test_backend)
numpy_functions (validphys.filters.Rule attribute)
numpy_to_input() (in module n3fit.backends.keras_backend.operations)
numpy_to_tensor() (in module n3fit.backends.keras_backend.operations)
nx (validphys.fkparser.GridInfo attribute)
O
obs_obs_correlations() (in module validphys.correlations)
obs_pdf_correlations() (in module validphys.correlations)
Observable (class in n3fit.layers.observable)
observable (validphys.commondataparser.ObservableMetaData attribute)
observable_generator() (in module n3fit.model_gen)
observable_name (validphys.commondataparser.ObservableMetaData attribute)
ObservableMetaData (class in validphys.commondataparser)
observables (n3fit.model_gen.ObservableWrapper attribute)
ObservableWrapper (class in n3fit.model_gen)
ObsRotation (class in n3fit.layers.rotations)
offset_xcentered() (in module validphys.plotutils)
on_batch_end() (n3fit.backends.keras_backend.callbacks.CallbackStep method)
on_epoch_end() (n3fit.backends.keras_backend.callbacks.CallbackStep method)
on_step_end() (n3fit.backends.keras_backend.callbacks.LagrangeCallback method)
(n3fit.backends.keras_backend.callbacks.StoppingCallback method)
(n3fit.backends.keras_backend.callbacks.TimerCallback method)
on_train_begin() (n3fit.backends.keras_backend.callbacks.LagrangeCallback method)
on_train_end() (n3fit.backends.keras_backend.callbacks.StoppingCallback method)
(n3fit.backends.keras_backend.callbacks.TimerCallback method)
one_art_data_residuals() (in module validphys.mc_gen)
one_or_more_results() (in module validphys.results)
op_gather_keep_dims() (in module n3fit.backends.keras_backend.operations)
op_log() (in module n3fit.backends.keras_backend.operations)
op_multiply() (in module n3fit.backends.keras_backend.operations)
op_multiply_dim() (in module n3fit.backends.keras_backend.operations)
op_subtract() (in module n3fit.backends.keras_backend.operations)
open_fkpath() (in module validphys.fkparser)
operation (validphys.commondataparser.TheoryMeta attribute)
(validphys.n3fit_data_utils.FittableDataSet attribute)
optimizer() (n3fit.hyper_optimization.hyper_scan.HyperScanner method)
optimizer_arg_wrapper() (in module n3fit.hyper_optimization.hyper_scan)
order_axis() (in module validphys.hyperoptplot)
ordered_alltheory_vector() (in module validphys.theorycovariance.tests)
P
p_alpha_study() (in module validphys.reweighting)
pad_fk() (n3fit.layers.DIS.DIS method)
(n3fit.layers.DY.DY method)
(n3fit.layers.observable.Observable method)
params (validphys.hyperoptplot.HyperoptTrial property)
parse() (validphys.filters.PerturbativeOrder method)
parse_added_filter_rules() (validphys.config.CoreConfig method)
parse_additional_errors() (validphys.config.CoreConfig method)
parse_architecture() (in module validphys.hyperoptplot)
parse_cfactor() (in module validphys.fkparser)
parse_cut_similarity_threshold() (validphys.config.CoreConfig method)
parse_data_cv() (in module validphys.tableloader)
parse_data_grouping() (validphys.config.CoreConfig method)
parse_dataset_input() (validphys.config.CoreConfig method)
parse_dataset_inputs() (validphys.config.CoreConfig method)
parse_default_filter_rules() (validphys.config.CoreConfig method)
parse_default_filter_rules_recorded_spec_() (validphys.config.CoreConfig method)
parse_default_filter_settings() (validphys.config.CoreConfig method)
parse_exp_mat() (in module validphys.tableloader)
parse_experiment() (validphys.config.CoreConfig method)
parse_experiment_input() (validphys.config.CoreConfig method)
parse_experiment_inputs() (validphys.config.CoreConfig method)
parse_experiments() (validphys.config.CoreConfig method)
parse_fakedata() (n3fit.scripts.n3fit_exec.N3FitConfig method)
parse_fakepdf() (validphys.config.CoreConfig method)
parse_figure_by() (validphys.plotoptions.plottingoptions.PlottingOptions method)
parse_filter_defaults() (validphys.config.CoreConfig method)
parse_filter_rules() (validphys.config.CoreConfig method)
parse_fit() (validphys.config.CoreConfig method)
parse_fitdeclaration() (validphys.config.CoreConfig method)
parse_fitdeclarations() (validphys.config.CoreConfig method)
parse_fits() (validphys.config.CoreConfig method)
parse_fktable() (in module validphys.fkparser)
parse_flarr() (in module validphys.pdfbases)
parse_groupby() (validphys.config.CoreConfig method)
parse_hyperscan() (validphys.config.CoreConfig method)
parse_hyperscan_config() (validphys.config.CoreConfig method)
parse_hyperscans() (validphys.config.CoreConfig method)
parse_index() (in module validphys.lhaindex)
parse_info() (in module validphys.lhaindex)
parse_integdataset() (validphys.config.CoreConfig method)
parse_integdatasets() (validphys.config.CoreConfig method)
parse_keys() (in module validphys.hyper_algorithm)
parse_line_by() (validphys.plotoptions.plottingoptions.PlottingOptions method)
parse_losses() (in module n3fit.stopping)
parse_lumi_channel() (validphys.config.CoreConfig method)
parse_lumi_channels() (validphys.config.CoreConfig method)
parse_luxset() (validphys.config.CoreConfig method)
parse_metadata_group() (validphys.config.CoreConfig method)
parse_ndata() (in module n3fit.stopping)
parse_new_metadata() (in module validphys.commondataparser)
parse_norm_threshold() (validphys.config.CoreConfig method)
parse_optimizer() (in module validphys.hyperoptplot)
parse_pdf() (validphys.config.CoreConfig method)
parse_pdfs() (validphys.config.CoreConfig method)
parse_posdataset() (validphys.config.CoreConfig method)
parse_posdatasets() (validphys.config.CoreConfig method)
parse_reweighting_experiments() (validphys.config.CoreConfig method)
parse_set_metadata() (in module validphys.commondataparser)
parse_speclabel() (validphys.config.CoreConfig method)
parse_statistics() (in module validphys.hyperoptplot)
parse_stopping() (in module validphys.hyperoptplot)
parse_systypes() (in module validphys.commondataparser)
parse_t0pdfset() (validphys.config.CoreConfig method)
parse_t0theoryid() (validphys.config.CoreConfig method)
parse_theoryid() (validphys.config.CoreConfig method)
parse_theoryids() (validphys.config.CoreConfig method)
parse_trial() (in module validphys.hyperoptplot)
parse_unpolarized_bc() (validphys.config.CoreConfig method)
parse_unpolarized_bcs() (validphys.config.CoreConfig method)
parse_use_cuts() (validphys.config.CoreConfig method)
parse_use_fitcommondata() (validphys.config.CoreConfig method)
parse_use_t0() (validphys.config.CoreConfig method)
parse_x() (validphys.plotoptions.plottingoptions.PlottingOptions method)
parser() (validphys.commondataparser.TheoryMeta class method)
partial_polarized_sum_rules() (in module validphys.sumrules)
path (validphys.core.FitSpec attribute)
(validphys.core.HyperscanSpec attribute)
(validphys.core.TheoryIDSpec attribute)
path_data_central (validphys.commondataparser.ObservableMetaData property)
path_kinematics (validphys.commondataparser.ObservableMetaData property)
paths_uncertainties (validphys.commondataparser.ObservableMetaData property)
patience() (in module n3fit.hyper_optimization.penalties)
pc_basis (validphys.closuretest.multiclosure.PCAInternalMulticlosureLoader attribute)
PCAInternalMulticlosureLoader (class in validphys.closuretest.multiclosure)
PDF (class in validphys.core)
pdf (validphys.arclength.ArcLengthGrid attribute)
pdf_central_difference() (in module validphys.closuretest.multiclosure_pdf)
pdf_replica_difference() (in module validphys.closuretest.multiclosure_pdf)
pdf_results() (in module validphys.results)
PDFcv (class in validphys.core)
PDFDoesNotExist
PDFEpsilonPlotter (class in validphys.deltachi2)
pdferr_plus_covmat() (in module validphys.covmats)
pdferr_plus_dataset_inputs_covmat() (in module validphys.covmats)
pdfNN_layer_generator() (in module n3fit.model_gen)
PDFNotFound
PDFPlotter (class in validphys.pdfplots)
pdfset() (in module validphys.pdfoutput)
PDFUploader (class in validphys.uploadutils)
pdg_id_to_canonical_index() (in module validphys.pdfbases)
peek_commondata_metadata() (in module validphys.commondataparser)
perform_fit() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
performfit() (in module n3fit.performfit)
perreplica_chi2_table() (in module validphys.results)
PerturbativeOrder (class in validphys.filters)
phi_data() (in module validphys.results)
Photon (class in validphys.photon.compute)
pht_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
pineappl_reader() (in module validphys.pineparser)
pineko_yaml() (in module validphys.pineparser)
plot_activation_per_layer() (in module validphys.hyperoptplot)
plot_alpha_asy() (in module validphys.asy_exponents)
plot_alpha_eff() (in module validphys.eff_exponents)
plot_alpha_eff_internal() (in module validphys.eff_exponents)
plot_arc_lengths() (in module validphys.arclength)
plot_beta_asy() (in module validphys.asy_exponents)
plot_beta_eff() (in module validphys.eff_exponents)
plot_beta_eff_internal() (in module validphys.eff_exponents)
plot_bias_variance_distributions() (in module validphys.closuretest.multiclosure_output)
plot_biases() (in module validphys.closuretest.closure_plots)
plot_call() (validphys.pdfplots.PullPDFPlotter method)
plot_chi2_eigs() (in module validphys.dataplots)
plot_chi2dist() (in module validphys.dataplots)
plot_chi2dist_experiments() (in module validphys.dataplots)
plot_chi2dist_sv() (in module validphys.dataplots)
plot_clipnorm() (in module validphys.hyperoptplot)
plot_corrmat_heatmap() (in module validphys.theorycovariance.output)
plot_covmat_heatmap() (in module validphys.theorycovariance.output)
plot_data_central_diff_histogram() (in module validphys.closuretest.multiclosure_output)
plot_data_fits_bias_variance() (in module validphys.closuretest.multiclosure_output)
plot_data_xi() (in module validphys.closuretest.multiclosure_output)
plot_data_xi_histogram() (in module validphys.closuretest.multiclosure_output)
plot_dataset_fits_bias_variance() (in module validphys.closuretest.multiclosure_output)
plot_dataset_inputs_phi_dist() (in module validphys.dataplots)
plot_dataset_xi() (in module validphys.closuretest.multiclosure_output)
plot_dataset_xi_histogram() (in module validphys.closuretest.multiclosure_output)
plot_datasets_chi2() (in module validphys.dataplots)
plot_datasets_chi2_spider() (in module validphys.dataplots)
plot_datasets_pdfs_chi2() (in module validphys.dataplots)
plot_datasets_pdfs_chi2_sv() (in module validphys.dataplots)
plot_dataspecs_datasets_chi2() (in module validphys.dataplots)
plot_dataspecs_datasets_chi2_spider() (in module validphys.dataplots)
plot_dataspecs_groups_chi2() (in module validphys.dataplots)
plot_dataspecs_groups_chi2_spider() (in module validphys.dataplots)
plot_dataspecs_positivity() (in module validphys.dataplots)
plot_delta_chi2() (in module validphys.closuretest.closure_plots)
plot_delta_chi2_hessian_distribution() (in module validphys.deltachi2)
plot_delta_chi2_hessian_eigenv() (in module validphys.deltachi2)
plot_diag_cov_comparison() (in module validphys.theorycovariance.output)
plot_diag_cov_comparison_by_experiment() (in module validphys.theorycovariance.output)
plot_diag_cov_comparison_by_process() (in module validphys.theorycovariance.output)
plot_epochs() (in module validphys.hyperoptplot)
plot_epsilon() (in module validphys.deltachi2)
plot_expcorrmat_heatmap() (in module validphys.theorycovariance.output)
plot_experiments_sqrt_ratio_bootstrap_distribution() (in module validphys.closuretest.multiclosure_output)
plot_experiments_xi_bootstrap_distribution() (in module validphys.closuretest.multiclosure_output)
plot_expplusthcorrmat_heatmap_custom() (in module validphys.theorycovariance.output)
plot_fancy() (in module validphys.dataplots)
plot_fancy_dataspecs() (in module validphys.dataplots)
plot_fancy_sv_dataspecs() (in module validphys.dataplots)
plot_fits_bootstrap_bias() (in module validphys.closuretest.closure_plots)
plot_fits_bootstrap_variance() (in module validphys.closuretest.closure_plots)
plot_fits_chi2_spider() (in module validphys.dataplots)
plot_fits_datasets_chi2() (in module validphys.dataplots)
plot_fits_datasets_chi2_spider() (in module validphys.dataplots)
plot_fits_datasets_chi2_spider_bygroup() (in module validphys.dataplots)
plot_fits_groups_data_chi2() (in module validphys.dataplots)
plot_fits_groups_data_phi() (in module validphys.dataplots)
plot_fits_phi_spider() (in module validphys.dataplots)
plot_flavours() (in module validphys.pdfplots)
plot_groups_data_chi2() (in module validphys.dataplots)
plot_groups_data_chi2_spider() (in module validphys.dataplots)
plot_groups_data_phi_spider() (in module validphys.dataplots)
plot_horizontal_errorbars() (in module validphys.plotutils)
plot_initializer() (in module validphys.hyperoptplot)
plot_iterations() (in module validphys.hyperoptplot)
plot_kinlabels (validphys.core.CommonDataSpec property)
plot_kullback_leibler() (in module validphys.deltachi2)
plot_learning_rate() (in module validphys.hyperoptplot)
plot_lumi1d() (in module validphys.pdfplots)
plot_lumi1d_replicas() (in module validphys.pdfplots)
plot_lumi1d_uncertainties() (in module validphys.pdfplots)
plot_lumi2d() (in module validphys.pdfplots)
plot_lumi2d_uncertainty() (in module validphys.pdfplots)
plot_multiclosure_correlation_eigenvalues() (in module validphys.closuretest.multiclosure_pdf_output)
plot_multiclosure_correlation_matrix() (in module validphys.closuretest.multiclosure_pdf_output)
plot_multiclosure_covariance_matrix() (in module validphys.closuretest.multiclosure_pdf_output)
plot_next_multiclosure_alpha_preprocessing() (in module validphys.closuretest.multiclosure_preprocessing)
plot_next_multiclosure_alpha_preprocessing_range_width() (in module validphys.closuretest.multiclosure_preprocessing)
plot_next_multiclosure_beta_preprocessing() (in module validphys.closuretest.multiclosure_preprocessing)
plot_next_multiclosure_beta_preprocessing_range_width() (in module validphys.closuretest.multiclosure_preprocessing)
plot_normexpcovmat_heatmap() (in module validphys.theorycovariance.output)
plot_normthcovmat_heatmap_custom() (in module validphys.theorycovariance.output)
plot_number_of_layers() (in module validphys.hyperoptplot)
plot_obscorrs() (in module validphys.dataplots)
plot_optimizers() (in module validphys.hyperoptplot)
plot_orbital_momentum() (in module validphys.dataplots)
plot_overfitting_histogram() (in module validphys.overfit_metric)
plot_p_alpha() (in module validphys.reweighting)
plot_pdf_central_diff_histogram() (in module validphys.closuretest.multiclosure_pdf_output)
plot_pdf_matrix() (in module validphys.closuretest.multiclosure_pdf_output)
plot_pdf_pulls() (in module validphys.pdfplots)
plot_pdf_uncertainties() (in module validphys.pdfplots)
plot_pdfdistances() (in module validphys.pdfplots)
plot_pdfreplicas() (in module validphys.pdfplots)
plot_pdfreplicas_kinetic_energy() (in module validphys.pdfplots)
plot_pdfs() (in module validphys.pdfplots)
plot_pdfs_kinetic_energy() (in module validphys.pdfplots)
plot_pdfs_mixed() (in module validphys.pdfplots)
plot_pdfs_mixed_kinetic_energy() (in module validphys.pdfplots)
plot_pdfvardistances() (in module validphys.pdfplots)
plot_phi() (in module validphys.dataplots)
plot_phi_scatter_dataspecs() (in module validphys.dataplots)
plot_polarized_boundaries() (in module validphys.pdfplots)
plot_polarized_momentum() (in module validphys.dataplots)
plot_pos_neg_pdfs() (in module validphys.deltachi2)
plot_positivity() (in module validphys.dataplots)
plot_replica_sum_rules() (in module validphys.dataplots)
plot_scans() (in module validphys.hyperoptplot)
plot_smpdf() (in module validphys.dataplots)
plot_thcorrmat_heatmap_custom() (in module validphys.theorycovariance.output)
plot_total_fits_bias_variance() (in module validphys.closuretest.multiclosure_output)
plot_training_length() (in module validphys.dataplots)
plot_training_validation() (in module validphys.dataplots)
plot_trainvaliddist() (in module validphys.dataplots)
plot_x (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
plot_xi_flavour_x() (in module validphys.closuretest.multiclosure_pdf_output)
plot_xq2() (in module validphys.dataplots)
PlotInfo (class in validphys.plotoptions.core)
plotting (validphys.commondataparser.ObservableMetaData attribute)
plotting_options (validphys.commondataparser.ObservableMetaData property)
PlottingFile (class in validphys.plotoptions.core)
PlottingOptions (class in validphys.plotoptions.plottingoptions)
polarized_sum_rules() (in module validphys.sumrules)
polarized_sum_rules_table() (in module validphys.sumrules)
ported_from (validphys.commondataparser.ObservableMetaData attribute)
pos_neg_xplotting_grids() (in module validphys.deltachi2)
posdatasets_fitting_pos_dict() (in module validphys.n3fit_data)
Positivity (class in n3fit.stopping)
positivity (n3fit.model_gen.ObservableWrapper attribute)
positivity() (n3fit.hyper_optimization.hyper_scan.HyperScanner method)
positivity_predictions_data_result() (in module validphys.results)
positivity_status (n3fit.stopping.Stopping property)
PositivityResult (class in validphys.results)
PositivitySetSpec (class in validphys.core)
PostfitError
pow() (in module n3fit.backends.keras_backend.operations)
predict() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
predictions() (in module validphys.convolution)
predictions_by_kinematics_table() (in module validphys.results)
PredictionsRequireCutsError
preds (validphys.theorycovariance.construction.ProcessInfo attribute)
Preprocessing (class in n3fit.layers.preprocessing)
PreprocessingPlotter (class in validphys.eff_exponents)
previous_effective_exponents() (in module validphys.eff_exponents)
previous_effective_exponents_table() (in module validphys.eff_exponents)
principal_components_bias_variance_data() (in module validphys.closuretest.multiclosure)
principal_components_bias_variance_dataset() (in module validphys.closuretest.multiclosure)
principal_components_normalized_delta_data() (in module validphys.closuretest.multiclosure)
print_current_stats() (n3fit.stopping.Stopping method)
print_dataset_differences() (in module validphys.fitdata)
print_different_cuts() (in module validphys.fitdata)
print_systype_overlap() (in module validphys.fitdata)
proc_result_table() (in module validphys.results)
proc_result_table_experiment() (in module validphys.results)
proc_result_table_no_table() (in module validphys.results)
process (validphys.commondataparser.ObservableMetaData property)
(validphys.theorycovariance.tests.LabeledShifts attribute)
process_args() (in module validphys.scripts.vp_fitrename)
(in module validphys.scripts.vp_nextfitruncard)
(in module validphys.scripts.vp_pdfrename)
process_description (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
process_label() (validphys.pdfgrids.KineticXPlottingGrid method)
(validphys.pdfgrids.XPlottingGrid method)
process_lookup() (in module validphys.theorycovariance.theorycovarianceutils)
process_slice() (in module validphys.hyper_algorithm)
process_type (validphys.commondataparser.CommonDataMetadata attribute)
(validphys.commondataparser.ObservableMetaData attribute)
(validphys.core.CommonDataSpec property)
(validphys.filters.FilterRule attribute)
(validphys.plotoptions.core.PlotInfo property)
ProcessInfo (class in validphys.theorycovariance.construction)
procs_central_values() (in module validphys.results)
procs_central_values_no_table() (in module validphys.results)
procs_chi2_table() (in module validphys.results)
procs_corrmat() (in module validphys.results)
procs_covmat() (in module validphys.results)
procs_covmat_no_table() (in module validphys.results)
procs_data_values() (in module validphys.results)
procs_data_values_experiment() (in module validphys.results)
procs_index() (in module validphys.results)
procs_index_matched() (in module validphys.theorycovariance.construction)
procs_normcovmat() (in module validphys.results)
produce_all_commondata() (validphys.config.CoreConfig method)
produce_all_lumi_channels() (validphys.config.CoreConfig method)
produce_basisfromfit() (validphys.config.CoreConfig method)
produce_combined_shift_and_theory_dataspecs() (validphys.config.CoreConfig method)
produce_commondata() (validphys.config.CoreConfig method)
produce_covariance_matrix() (validphys.config.CoreConfig method)
produce_covmat_t0_considered() (validphys.config.CoreConfig method)
produce_cuts() (validphys.config.CoreConfig method)
produce_data() (validphys.config.CoreConfig method)
produce_data_input() (validphys.config.CoreConfig method)
produce_dataset() (validphys.config.CoreConfig method)
produce_dataset_inputs_covariance_matrix() (validphys.config.CoreConfig method)
produce_dataset_inputs_covmat_t0_considered() (validphys.config.CoreConfig method)
produce_dataset_inputs_fitting_covmat() (validphys.config.CoreConfig method)
produce_dataset_inputs_sampling_covmat() (validphys.config.CoreConfig method)
produce_dataspecs_with_matched_cuts() (validphys.config.CoreConfig method)
produce_defaults() (validphys.config.CoreConfig method)
produce_experiment_from_input() (validphys.config.CoreConfig method)
produce_filter_data() (validphys.config.CoreConfig method)
produce_fit() (n3fit.scripts.n3fit_exec.N3FitConfig method)
produce_fit_id() (validphys.config.CoreConfig method)
produce_fitcontext() (validphys.config.CoreConfig method)
produce_fitcontextwithcuts() (validphys.config.CoreConfig method)
produce_fitenvironment() (validphys.config.CoreConfig method)
produce_fitinputcontext() (validphys.config.CoreConfig method)
produce_fitpdf() (validphys.config.CoreConfig method)
produce_fitpdfandbasis() (validphys.config.CoreConfig method)
produce_fitq0fromfit() (validphys.config.CoreConfig method)
produce_fitreplicas() (validphys.config.CoreConfig method)
produce_fitthcovmat() (validphys.config.CoreConfig method)
produce_fitunderlyinglaw() (validphys.config.CoreConfig method)
produce_group_dataset_inputs_by_experiment() (validphys.config.CoreConfig method)
produce_group_dataset_inputs_by_metadata() (validphys.config.CoreConfig method)
produce_group_dataset_inputs_by_process() (validphys.config.CoreConfig method)
produce_hyperscanner() (n3fit.scripts.n3fit_exec.N3FitConfig method)
produce_inclusive_use_scalevar_uncertainties() (validphys.config.CoreConfig method)
produce_integdatasets() (validphys.config.CoreConfig method)
produce_kfold_parameters() (n3fit.scripts.n3fit_exec.N3FitConfig method)
produce_kpartitions() (n3fit.scripts.n3fit_exec.N3FitConfig method)
produce_loaded_theory_covmat() (validphys.config.CoreConfig method)
produce_loaded_user_covmat_path() (validphys.config.CoreConfig method)
produce_matched_datasets_from_dataspecs() (validphys.config.CoreConfig method)
produce_matched_positivity_from_dataspecs() (validphys.config.CoreConfig method)
produce_multiclosure_underlyinglaw() (validphys.config.CoreConfig method)
produce_nnfit_theory_covmat() (validphys.config.CoreConfig method)
produce_no_covmat_reg() (validphys.config.CoreConfig method)
produce_pdf_id() (validphys.config.CoreConfig method)
produce_pdfreplicas() (validphys.config.CoreConfig method)
produce_posdatasets() (validphys.config.CoreConfig method)
produce_processed_data_grouping() (validphys.config.CoreConfig method)
produce_processed_metadata_group() (validphys.config.CoreConfig method)
produce_replicas() (validphys.config.CoreConfig method)
produce_reweight_all_datasets() (validphys.config.CoreConfig method)
produce_rules() (validphys.config.CoreConfig method)
produce_scale_variation_theories() (validphys.config.CoreConfig method)
produce_sep_mult() (validphys.config.CoreConfig method)
produce_t0dataset() (validphys.config.CoreConfig method)
produce_t0id() (validphys.config.CoreConfig method)
produce_t0set() (validphys.config.CoreConfig method)
produce_theory_database() (validphys.config.CoreConfig method)
produce_total_chi2_data() (validphys.config.CoreConfig method)
produce_total_phi_data() (validphys.config.CoreConfig method)
produce_use_fitcommondata() (n3fit.scripts.n3fit_exec.N3FitConfig method)
ProfileNotFound
projected_condition_num() (in module validphys.theorycovariance.tests)
projector_eigenvalue_ratio() (in module validphys.theorycovariance.tests)
protected (validphys.coredata.FKTableData attribute)
pseudodata (validphys.pseudodata.DataTrValSpec attribute)
pseudodata_table() (in module validphys.n3fit_data)
pt_ratio() (in module validphys.plotoptions.labelers)
PTO (validphys.filters.FilterRule attribute)
pull_grids() (in module validphys.pdfgrids)
PullPDFPlotter (class in validphys.pdfplots)
Q
Q (validphys.pdfgrids.XPlottingGrid attribute)
(validphys.pdfplots.PDFPlotter property)
(validphys.pdfplots.PullPDFPlotter property)
Q0 (validphys.coredata.FKTableData attribute)
q2min (validphys.filters.FilterDefaults attribute)
q_min (validphys.core.PDF property)
qbindis (validphys.plotoptions.plottingoptions.ResultTransformations attribute)
qbindis() (in module validphys.plotoptions.resulttransforms)
qbindyp (validphys.plotoptions.plottingoptions.ResultTransformations attribute)
qbindyp() (in module validphys.plotoptions.resulttransforms)
qbinEMC (validphys.plotoptions.plottingoptions.ResultTransformations attribute)
qbinEMC() (in module validphys.plotoptions.resulttransforms)
qbinexp (validphys.plotoptions.plottingoptions.ResultTransformations attribute)
qbinexp() (in module validphys.plotoptions.resulttransforms)
qbinjets (validphys.plotoptions.plottingoptions.ResultTransformations attribute)
qbinjets() (in module validphys.plotoptions.resulttransforms)
qlabel (validphys.plotoptions.kintransforms.dyp_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.ewj_jpt_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.ewj_jrap_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.ewj_mll_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.ewj_pt_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.ewj_ptrap_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.ewj_rap_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.ewk_mll_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.ewk_pt_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.ewk_ptrap_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.ewk_rap_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.hig_rap_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.hqp_mqq_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.hqp_ptq_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.hqp_ptqq_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.hqp_yq_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.hqp_yqq_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.inc_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.pht_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.sia_sqrt_scale attribute)
(validphys.plotoptions.kintransforms.SqrtScaleMixin attribute)
R
rawdata (validphys.results.StatsResult property)
(validphys.results.ThUncertaintiesResult property)
read_all_xqf() (in module validphys.lhio)
read_replica_pseudodata() (in module validphys.pseudodata)
read_xqf_from_file() (in module validphys.lhio)
read_xqf_from_lhapdf() (in module validphys.lhio)
reason (validphys.filters.FilterRule attribute)
recreate_fit_pseudodata() (in module validphys.pseudodata)
recreate_pdf_pseudodata() (in module validphys.pseudodata)
recreate_pdf_pseudodata_no_table() (in module validphys.pseudodata)
refresh() (n3fit.hyper_optimization.filetrials.FileTrials method)
(n3fit.hyper_optimization.mongofiletrials.MongoFileTrials method)
register() (n3fit.stopping.FitHistory method)
register_boundary() (validphys.core.PDF method)
register_photon() (n3fit.layers.rotations.AddPhoton method)
register_ref() (n3fit.stopwatch.StopWatch method)
register_times() (n3fit.stopwatch.StopWatch method)
regularize_covmat() (in module validphys.calcutils)
regularize_l2() (in module validphys.calcutils)
regularizer_selector() (in module n3fit.backends.keras_backend.base_layers)
relabel_experiments_to_groups() (in module validphys.results)
relative_symlink() (in module validphys.scripts.postfit)
remote_ekos (validphys.loader.RemoteLoader property)
remote_files() (validphys.loader.RemoteLoader method)
remote_fits (validphys.loader.RemoteLoader property)
remote_hyperscans (validphys.loader.RemoteLoader property)
remote_keywords (validphys.loader.RemoteLoader property)
remote_nnpdf_pdfs (validphys.loader.RemoteLoader property)
remote_theories (validphys.loader.RemoteLoader property)
RemoteLoader (class in validphys.loader)
RemoteLoaderError
rename_nnfit() (in module validphys.renametools)
rename_pdf() (in module validphys.renametools)
rename_postfit() (in module validphys.renametools)
reorder_thcovmat_as_expcovmat() (in module validphys.covmats)
rep_matrix() (in module validphys.lhio)
replica_and_central_diff_totalpdf() (in module validphys.closuretest.multiclosure_pdf)
replica_data() (in module validphys.fitdata)
replica_luxseed() (in module validphys.n3fit_data)
replica_mcseed() (in module validphys.n3fit_data)
replica_nnseed() (in module validphys.n3fit_data)
replica_nnseed_fitting_data_dict() (in module validphys.n3fit_data)
replica_paths() (in module validphys.fitdata)
replica_result (validphys.results.Chi2Data attribute)
replica_training_mask() (in module validphys.n3fit_data)
replica_training_mask_table() (in module validphys.n3fit_data)
replica_trvlseed() (in module validphys.n3fit_data)
ReplicaGenerationError
ReplicaPDFPlotter (class in validphys.pdfplots)
ReportFileUploader (class in validphys.uploadutils)
ReportUploader (class in validphys.uploadutils)
reset_layer_weights_to() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
reshape() (in module n3fit.backends.keras_backend.operations)
Result (class in validphys.results)
result_transform (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
results() (in module validphys.results)
results_central() (in module validphys.results)
results_with_scale_variations() (in module validphys.results)
results_with_theory_covmat() (in module validphys.results)
results_without_covmat() (in module validphys.results)
ResultTransformations (class in validphys.plotoptions.plottingoptions)
reward (validphys.hyperoptplot.HyperoptTrial property)
reweighting_stats() (in module validphys.reweighting)
root_url (validphys.uploadutils.ArchiveUploader attribute)
(validphys.uploadutils.FitUploader property)
(validphys.uploadutils.HyperscanUploader property)
(validphys.uploadutils.PDFUploader property)
(validphys.uploadutils.ReportUploader property)
Rotation (class in n3fit.layers.rotations)
rotation (n3fit.model_gen.ObservableWrapper attribute)
rstate (n3fit.hyper_optimization.filetrials.FileTrials property)
(n3fit.hyper_optimization.mongofiletrials.MongoFileTrials property)
Rule (class in validphys.filters)
rule (validphys.filters.FilterRule attribute)
RuleProcessingError
run() (n3fit.scripts.n3fit_exec.N3FitApp method)
(n3fit.scripts.vp_setupfit.SetupFitApp method)
(validphys.app.App method)
S
sample_trials() (validphys.core.HyperscanSpec method)
sample_tsr() (in module n3fit.layers.msr_normalization)
sample_values() (validphys.core.MCStats method)
(validphys.core.Stats method)
sane_groupby_iter() (in module validphys.utils)
saturation() (in module n3fit.hyper_optimization.penalties)
save_md5() (n3fit.scripts.vp_setupfit.SetupFitEnvironment method)
save_vetoes_info() (in module validphys.fitveto)
save_weights() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
scalar_function_transformation() (in module validphys.pdfbases)
scalar_log_formatter() (in module validphys.plotutils)
ScalarFunctionTransformation (class in validphys.pdfbases)
Scale (class in validphys.plotoptions.plottingoptions)
scale (validphys.pdfgrids.XPlottingGrid attribute)
scale_from_grid() (in module validphys.utils)
scatter_to_one() (in module n3fit.backends.keras_backend.operations)
second_only (validphys.fitdata.DatasetComp attribute)
select_flavour() (validphys.pdfgrids.XPlottingGrid method)
select_initializer() (n3fit.backends.keras_backend.MetaLayer.MetaLayer static method)
select_observable() (validphys.commondataparser.SetMetaData method)
set_actual_column_level0() (in module validphys.tableloader)
set_eager() (in module n3fit.backends.keras_backend.internal_state)
set_hyperopt() (n3fit.model_trainer.ModelTrainer method)
set_initial_state() (in module n3fit.backends.keras_backend.internal_state)
set_layer_replica_weights() (in module n3fit.backends.keras_backend.MetaModel)
set_lhapdf_info() (in module validphys.scripts.postfit)
set_masks_to() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
set_number_of_cores() (in module n3fit.backends.keras_backend.internal_state)
set_replica_weights() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
SetMetaData (class in validphys.commondataparser)
setname (validphys.commondataparser.ObservableMetaData property)
(validphys.commondataparser.SetMetaData attribute)
(validphys.coredata.CommonData attribute)
(validphys.fkparser.GridInfo attribute)
setup_flavour() (validphys.deltachi2.PDFEpsilonPlotter method)
(validphys.pdfplots.AllFlavoursPlotter method)
(validphys.pdfplots.BandPDFPlotter method)
(validphys.pdfplots.PDFPlotter method)
setup_layer() (in module n3fit.tests.test_preprocessing)
SetupFitApp (class in n3fit.scripts.vp_setupfit)
SetupFitConfig (class in n3fit.scripts.vp_setupfit)
SetupFitEnvironment (class in n3fit.scripts.vp_setupfit)
SetupFitError
shift_diag_cov_comparison() (in module validphys.theorycovariance.tests)
shift_vector() (in module validphys.theorycovariance.tests)
shifts (validphys.commondataparser.TheoryMeta attribute)
(validphys.theorycovariance.tests.LabeledShifts attribute)
sia_sqrt_scale (class in validphys.plotoptions.kintransforms)
(validphys.plotoptions.plottingoptions.TransformFunctions attribute)
sigma (validphys.coredata.FKTableData attribute)
SimilarCuts (class in validphys.core)
sizes (validphys.theorycovariance.construction.ProcessInfo attribute)
space_eval() (n3fit.hyper_optimization.hyper_scan.HyperScanner method)
space_eval_trial() (in module n3fit.hyper_optimization.filetrials)
spiderplot() (in module validphys.plotutils)
Spinner (class in validphys.renametools)
spinner_task() (validphys.renametools.Spinner method)
spinning_cursor() (validphys.renametools.Spinner static method)
splash() (in module validphys.scripts.postfit)
split (n3fit.model_trainer.InputInfo attribute)
split() (in module n3fit.backends.keras_backend.operations)
split_by() (in module validphys.utils)
split_ranges() (in module validphys.utils)
split_replicas() (n3fit.backends.keras_backend.MetaModel.MetaModel method)
split_sep() (in module validphys.lhio)
sqrt_covmat() (in module validphys.covmats)
sqrt_covmat_pca (validphys.closuretest.multiclosure.PCAInternalMulticlosureLoader attribute)
sqrt_datasets_bias_variance_ratio() (in module validphys.closuretest.multiclosure_output)
sqrt_experiments_bias_variance_ratio() (in module validphys.closuretest.multiclosure_output)
sqrtcovmat (validphys.results.DataResult property)
sqrtdiags_thcovmat_byprocess() (in module validphys.theorycovariance.tests)
SqrtScaleMixin (class in validphys.plotoptions.kintransforms)
square_activation() (in module n3fit.backends.keras_backend.base_layers)
square_singlet() (in module n3fit.backends.keras_backend.base_layers)
stack() (in module n3fit.backends.keras_backend.operations)
standard_indicator_function() (in module validphys.closuretest.multiclosure)
start() (n3fit.hyper_optimization.mongofiletrials.MongodRunner method)
start_key (n3fit.stopwatch.StopWatch attribute)
start_mongo_workers() (n3fit.hyper_optimization.mongofiletrials.MongoFileTrials method)
stat_errors (validphys.coredata.CommonData property)
Stats (class in validphys.core)
stats (validphys.arclength.ArcLengthGrid attribute)
stats_class (validphys.core.PDF property)
StatsResult (class in validphys.results)
std_error (validphys.results.DataResult property)
(validphys.results.StatsResult property)
(validphys.results.ThUncertaintiesResult property)
std_error() (validphys.core.HessianStats method)
(validphys.core.MCStats method)
(validphys.core.Stats method)
(validphys.core.SymmHessianStats method)
std_interval() (validphys.core.Stats method)
stop() (n3fit.hyper_optimization.mongofiletrials.MongodRunner method)
(n3fit.stopwatch.StopWatch method)
stop_epoch (n3fit.stopping.Stopping property)
stop_here() (n3fit.stopping.Stopping method)
stop_mongo_workers() (n3fit.hyper_optimization.mongofiletrials.MongoFileTrials method)
Stopping (class in n3fit.stopping)
stopping() (n3fit.hyper_optimization.hyper_scan.HyperScanner method)
StoppingCallback (class in n3fit.backends.keras_backend.callbacks)
StopWatch (class in n3fit.stopwatch)
storefit() (in module n3fit.io.writer)
StructureFunction (class in validphys.photon.structure_functions)
study_combination() (in module validphys.hyper_algorithm)
subplots() (in module validphys.plotutils)
sum() (in module n3fit.backends.keras_backend.operations)
sum_rules() (in module validphys.sumrules)
sum_rules_table() (in module validphys.sumrules)
summarise_closure_underlying_pdfs() (in module validphys.closuretest.closure_results)
summarise_fits() (in module validphys.fitdata)
summarise_overfitting() (in module validphys.overfit_metric)
summarise_theory_covmat_fits() (in module validphys.fitdata)
SuperEncoder (class in n3fit.io.writer)
swapaxes() (in module n3fit.backends.keras_backend.operations)
symlog (validphys.plotoptions.plottingoptions.Scale attribute)
SymmHessianStats (class in validphys.core)
SysNotFoundError
systematic_errors() (validphys.coredata.CommonData method)
systematics_matrix() (in module validphys.covmats_utils)
systematics_matrix_from_commondata() (in module validphys.covmats)
systematics_table (validphys.coredata.CommonData attribute)
systype_table (validphys.coredata.CommonData attribute)
T
t0_chi2_info_table() (in module validphys.fitdata)
t0_covmat_from_systematics() (in module validphys.covmats)
table_datasets_bias_variance_fits() (in module validphys.closuretest.multiclosure_output)
TableLoaderError
tables (validphys.commondataparser.ObservableMetaData attribute)
(validphys.commondataparser.ValidReference attribute)
target_dir (validphys.uploadutils.ArchiveUploader attribute)
(validphys.uploadutils.FitUploader property)
(validphys.uploadutils.HyperscanUploader property)
(validphys.uploadutils.PDFUploader property)
(validphys.uploadutils.ReportUploader property)
tempfile_cleaner() (in module validphys.utils)
tensor_ones_like() (in module n3fit.backends.keras_backend.operations)
tensor_product() (in module n3fit.backends.keras_backend.operations)
test_abs_chi2_data() (in module validphys.tests.test_totalchi2)
test_abs_chi2_data_singlepoint() (in module validphys.tests.test_totalchi2)
test_addphoton_init() (in module n3fit.tests.test_layers)
test_bias_function() (in module validphys.tests.test_closuretest)
test_boolean_mask() (in module n3fit.tests.test_backend)
test_c_to_py_fun() (in module n3fit.tests.test_backend)
test_chi2_arithmetic() (in module validphys.tests.test_weights)
test_computation_bc() (in module n3fit.tests.test_layers)
test_compute_photon() (in module n3fit.tests.test_layers)
test_constraint() (in module n3fit.tests.test_preprocessing)
test_DIS() (in module n3fit.tests.test_layers)
test_DIS_basis() (in module n3fit.tests.test_layers)
test_disable_weights() (in module validphys.tests.test_weights)
test_DY() (in module n3fit.tests.test_layers)
test_DY_basis() (in module n3fit.tests.test_layers)
test_extrasum_slice() (in module validphys.tests.test_tableloader)
test_fk() (in module n3fit.tests.test_rotations)
test_flatten() (in module n3fit.tests.test_backend)
test_for_same_cuts() (in module validphys.fitdata)
test_generate_dense_network() (in module n3fit.tests.test_modelgen)
test_generate_dense_per_flavour_network() (in module n3fit.tests.test_modelgen)
test_generate_multi_dense_network() (in module n3fit.tests.test_modelgen)
test_groups_central_values_no_table() (in module validphys.tests.test_results)
test_hessian_total_chi2() (in module validphys.tests.test_totalchi2)
test_initializers() (in module n3fit.tests.test_multidense)
test_integrability_numbers() (in module n3fit.tests.test_penalties)
test_l_invcovmat() (in module n3fit.tests.test_losses)
test_l_positivity() (in module n3fit.tests.test_losses)
test_listdatasets() (in module validphys.tests.test_vplistscript)
test_listfits() (in module validphys.tests.test_vplistscript)
test_listpdfs() (in module validphys.tests.test_vplistscript)
test_listtheories() (in module validphys.tests.test_vplistscript)
test_local() (in module validphys.tests.test_vplistscript)
test_mask() (in module n3fit.tests.test_layers)
test_mc_total_chi2() (in module validphys.tests.test_totalchi2)
test_min_combination() (in module validphys.tests.test_tableloader)
test_multidense() (in module n3fit.tests.test_multidense)
test_no_systematic_overlaps() (in module validphys.tests.test_metaexps)
test_op_log() (in module n3fit.tests.test_backend)
test_op_multiply() (in module n3fit.tests.test_backend)
test_op_multiply_dim() (in module n3fit.tests.test_backend)
test_patience() (in module n3fit.tests.test_penalties)
test_preprocessing() (in module n3fit.tests.test_preprocessing)
test_python_weights() (in module validphys.tests.test_weights)
test_register_ref() (in module n3fit.tests.test_stopwatch)
test_register_times() (in module n3fit.tests.test_stopwatch)
test_remote() (in module validphys.tests.test_vplistscript)
test_replica_split() (in module n3fit.tests.test_multireplica)
test_rotation_evol() (in module n3fit.tests.test_layers)
test_rotation_flavour() (in module n3fit.tests.test_layers)
test_saturation() (in module n3fit.tests.test_penalties)
test_sum() (in module n3fit.tests.test_backend)
test_tensor_product() (in module n3fit.tests.test_backend)
test_variance_function() (in module validphys.tests.test_closuretest)
test_weights_have_same_commondata() (in module validphys.tests.test_weights)
test_write_hessian_to_mc_watt_thorne() (in module validphys.tests.test_hessian2mc)
test_write_mc_watt_thorne_replicas() (in module validphys.tests.test_hessian2mc)
test_xdivide_default() (in module n3fit.tests.test_xops)
test_xdivide_indices() (in module n3fit.tests.test_xops)
test_xintegrator() (in module n3fit.tests.test_xops)
TestResult (class in validphys.tests.test_closuretest)
ThCovMatSpec (class in validphys.core)
theory (validphys.commondataparser.ObservableMetaData attribute)
(validphys.commondataparser.Variant attribute)
theory_corrmat_custom() (in module validphys.theorycovariance.construction)
theory_covmat_custom() (in module validphys.theorycovariance.construction)
theory_covmat_custom_fitting() (in module validphys.theorycovariance.construction)
theory_covmat_dataset() (in module validphys.theorycovariance.construction)
theory_covmat_eigenvalues() (in module validphys.theorycovariance.tests)
theory_description() (in module validphys.results)
theory_index (validphys.loader.RemoteLoader property)
theory_info_table() (in module validphys.theoryinfo)
theory_metadata (validphys.core.CommonDataSpec property)
theory_normcovmat_custom() (in module validphys.theorycovariance.construction)
theory_reference (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
theory_shift_test() (in module validphys.theorycovariance.tests)
theory_urls (validphys.loader.RemoteLoader property)
TheoryDataBaseNotFound
theorydb_folder (validphys.loader.Loader property)
TheoryIDSpec (class in validphys.core)
TheoryMeta (class in validphys.commondataparser)
TheoryMetadataNotFound
TheoryNotFound
theta() (in module validphys.theorycovariance.tests)
ThPredictionsResult (class in validphys.results)
thspec (validphys.core.DataGroupSpec property)
ThUncertaintiesResult (class in validphys.results)
ticklocs_thcovmat() (in module validphys.theorycovariance.tests)
time_comparer() (in module n3fit.tests.test_stopwatch)
TimerCallback (class in n3fit.backends.keras_backend.callbacks)
to_dict() (validphys.filters.FilterDefaults method)
(validphys.filters.FilterRule method)
to_known_elements() (validphys.pdfbases.Basis method)
to_pkl() (n3fit.hyper_optimization.filetrials.FileTrials method)
to_unweighted() (validphys.core.DataGroupSpec method)
(validphys.core.DataSetSpec method)
(validphys.core.LagrangeSetSpec method)
total_bias_variance_ratio() (in module validphys.closuretest.multiclosure_output)
total_bootstrap_ratio() (in module validphys.closuretest.multiclosure)
total_bootstrap_xi() (in module validphys.closuretest.multiclosure)
total_chi2_data_from_experiments() (in module validphys.results)
total_chi2_per_point_data() (in module validphys.results)
total_expected_data_delta_chi2() (in module validphys.closuretest.multiclosure_pseudodata)
total_expected_xi_error_finite_effects() (in module validphys.closuretest.multiclosure_output)
total_expected_xi_means_finite_effects() (in module validphys.closuretest.multiclosure_output)
total_expected_xi_resample() (in module validphys.closuretest.multiclosure)
total_fitted_points() (in module validphys.kinematics)
total_partial_tr_chi2() (n3fit.stopping.FitState method)
total_partial_vl_chi2() (n3fit.stopping.FitState method)
total_phi_data_from_experiments() (in module validphys.results)
total_ratio_error_finite_effects() (in module validphys.closuretest.multiclosure_output)
total_ratio_means_finite_effects() (in module validphys.closuretest.multiclosure_output)
total_std_xi_error_finite_effects() (in module validphys.closuretest.multiclosure_output)
total_std_xi_means_finite_effects() (in module validphys.closuretest.multiclosure_output)
total_theory_covmat() (in module validphys.theorycovariance.construction)
total_theory_covmat_fitting() (in module validphys.theorycovariance.construction)
total_tr_chi2() (n3fit.stopping.FitState method)
total_vl_chi2() (n3fit.stopping.FitState method)
total_xi_error_finite_effects() (in module validphys.closuretest.multiclosure_output)
total_xi_means_finite_effects() (in module validphys.closuretest.multiclosure_output)
total_xi_resample() (in module validphys.closuretest.multiclosure)
tr_chi2 (n3fit.stopping.FitState property)
tr_idx (validphys.pseudodata.DataTrValSpec attribute)
tr_loss (n3fit.stopping.FitState property)
tr_masks() (in module validphys.n3fit_data)
tr_ndata (n3fit.stopping.FitState attribute)
training (validphys.fitdata.FitInfo attribute)
training_fktables() (validphys.n3fit_data_utils.FittableDataSet method)
training_mask (validphys.n3fit_data_utils.FittableDataSet attribute)
training_mask() (in module validphys.n3fit_data)
training_mask_table() (in module validphys.n3fit_data)
training_pseudodata() (in module validphys.n3fit_data)
transform_func (validphys.pdfbases.ScalarFunctionTransformation attribute)
transform_result() (in module validphys.plotoptions.core)
TransformFunctions (class in validphys.plotoptions.plottingoptions)
transpose() (in module n3fit.backends.keras_backend.operations)
tries_files (validphys.core.HyperscanSpec property)
tripleindex_thcovmat_complete() (in module validphys.theorycovariance.tests)
trvl_mask_layer (n3fit.model_gen.ObservableWrapper attribute)
try_complete_args() (validphys.scripts.vp_comparefits.CompareFitApp method)
TupleComp (class in validphys.core)
two_Q2_bins() (in module validphys.plotoptions.labelers)
type_fitname() (in module validphys.scripts.postfit)
U
uncertainty (validphys.coredata.CFactorData attribute)
UncertaintyPDFPlotter (class in validphys.pdfplots)
underlying_xi_grid_values() (in module validphys.closuretest.multiclosure_pdf)
units (validphys.commondataparser.ValidVariable attribute)
unknown_sum_rules() (in module validphys.sumrules)
unknown_sum_rules_table() (in module validphys.sumrules)
UnknownElement
unweighted_index() (in module validphys.reweighting)
update_mask() (n3fit.layers.losses.LossInvcovmat method)
update_runcard_description_yaml() (in module validphys.eff_exponents)
upload_context() (validphys.app.App static method)
(validphys.uploadutils.ArchiveUploader method)
(validphys.uploadutils.FileUploader method)
(validphys.uploadutils.Uploader method)
upload_host (validphys.uploadutils.Uploader property)
upload_or_exit_context() (validphys.uploadutils.ArchiveUploader method)
(validphys.uploadutils.Uploader method)
upload_output() (validphys.uploadutils.ArchiveUploader method)
(validphys.uploadutils.FitUploader method)
(validphys.uploadutils.Uploader method)
Uploader (class in validphys.uploadutils)
UploadError
url (validphys.commondataparser.ValidReference attribute)
user_covmat() (in module validphys.theorycovariance.construction)
user_covmat_fitting() (in module validphys.theorycovariance.construction)
V
val_idx (validphys.pseudodata.DataTrValSpec attribute)
validation (validphys.fitdata.FitInfo attribute)
validation_fktables() (validphys.n3fit_data_utils.FittableDataSet method)
validation_pseudodata() (in module validphys.n3fit_data)
validation_theory_chi2() (in module validphys.theorycovariance.tests)
ValidKinematics (class in validphys.commondataparser)
validphys
module
validphys.api
module
validphys.app
module
validphys.arclength
module
validphys.asy_exponents
module
validphys.calcutils
module
validphys.checks
module
validphys.closuretest
module
validphys.closuretest.closure_checks
module
validphys.closuretest.closure_plots
module
validphys.closuretest.closure_results
module
validphys.closuretest.multiclosure
module
validphys.closuretest.multiclosure_output
module
validphys.closuretest.multiclosure_pdf
module
validphys.closuretest.multiclosure_pdf_output
module
validphys.closuretest.multiclosure_preprocessing
module
validphys.closuretest.multiclosure_pseudodata
module
validphys.commondata
module
validphys.commondataparser
module
validphys.compareclosuretemplates
module
validphys.comparefittemplates
module
validphys.config
module
validphys.convolution
module
validphys.core
module
validphys.coredata
module
validphys.correlations
module
validphys.covmats
module
validphys.covmats_utils
module
validphys.cuts
module
validphys.cuts.lockfiles
module
validphys.dataplots
module
validphys.deltachi2
module
validphys.deltachi2templates
module
validphys.eff_exponents
module
validphys.filters
module
validphys.fitdata
module
validphys.fitveto
module
validphys.fkparser
module
validphys.gridvalues
module
validphys.hessian2mc
module
validphys.hyper_algorithm
module
validphys.hyperoptplot
module
validphys.hyperplottemplates
module
validphys.kinematics
module
validphys.lhaindex
module
validphys.lhapdf_compatibility
module
validphys.lhapdfset
module
validphys.lhio
module
validphys.loader
module
validphys.mc2hessian
module
validphys.mc_gen
module
validphys.mplstyles
module
validphys.n3fit_data
module
validphys.n3fit_data_utils
module
validphys.overfit_metric
module
validphys.pdfbases
module
validphys.pdfgrids
module
validphys.pdfoutput
module
validphys.pdfplots
module
validphys.photon
module
validphys.photon.alpha
module
validphys.photon.compute
module
validphys.photon.constants
module
validphys.photon.structure_functions
module
validphys.pineparser
module
validphys.plotoptions
module
validphys.plotoptions.core
module
validphys.plotoptions.kintransforms
module
validphys.plotoptions.labelers
module
validphys.plotoptions.plottingoptions
module
validphys.plotoptions.resulttransforms
module
validphys.plotoptions.utils
module
validphys.plotutils
module
validphys.process_options
module
validphys.promptutils
module
validphys.pseudodata
module
validphys.renametools
module
validphys.replica_selector
module
validphys.results
module
validphys.reweighting
module
validphys.scalevariations
module
validphys.scripts
module
validphys.scripts.main
module
validphys.scripts.postfit
module
validphys.scripts.vp_checktheory
module
validphys.scripts.vp_comparefits
module
validphys.scripts.vp_deltachi2
module
validphys.scripts.vp_fitrename
module
validphys.scripts.vp_get
module
validphys.scripts.vp_hyperoptplot
module
validphys.scripts.vp_list
module
validphys.scripts.vp_nextfitruncard
module
validphys.scripts.vp_pdffromreplicas
module
validphys.scripts.vp_pdfrename
module
validphys.scripts.vp_upload
module
validphys.scripts.wiki_upload
module
validphys.sumrules
module
validphys.tableloader
module
validphys.tests
module
validphys.tests.baseline
module
validphys.tests.photon
module
validphys.tests.regressions
module
validphys.tests.test_closuretest
module
validphys.tests.test_hessian2mc
module
validphys.tests.test_metaexps
module
validphys.tests.test_results
module
validphys.tests.test_tableloader
module
validphys.tests.test_totalchi2
module
validphys.tests.test_vplistscript
module
validphys.tests.test_weights
module
validphys.theorycovariance
module
validphys.theorycovariance.construction
module
validphys.theorycovariance.output
module
validphys.theorycovariance.tests
module
validphys.theorycovariance.theorycovarianceutils
module
validphys.theoryinfo
module
validphys.uploadutils
module
validphys.utils
module
validphys_group_extractor() (in module validphys.n3fit_data_utils)
ValidReference (class in validphys.commondataparser)
ValidVariable (class in validphys.commondataparser)
VarDistancePDFPlotter (class in validphys.pdfplots)
variables (validphys.commondataparser.ValidKinematics attribute)
variance (validphys.closuretest.closure_results.VarianceData attribute)
variance_dataset() (in module validphys.closuretest.closure_results)
variance_distance_grids() (in module validphys.pdfgrids)
variance_experiment() (in module validphys.closuretest.closure_results)
VarianceData (class in validphys.closuretest.closure_results)
Variant (class in validphys.commondataparser)
variants (validphys.commondataparser.ObservableMetaData attribute)
vectors_3pt() (in module validphys.theorycovariance.tests)
vectors_5barpt() (in module validphys.theorycovariance.tests)
vectors_5pt() (in module validphys.theorycovariance.tests)
vectors_7pt() (in module validphys.theorycovariance.tests)
vectors_9pt() (in module validphys.theorycovariance.tests)
version (validphys.commondataparser.SetMetaData attribute)
(validphys.commondataparser.ValidReference attribute)
version() (in module n3fit.io.writer)
version_comment (validphys.commondataparser.SetMetaData attribute)
vl_chi2 (n3fit.stopping.FitState property)
(n3fit.stopping.Stopping property)
vl_loss (n3fit.stopping.FitState property)
vl_ndata (n3fit.stopping.FitState attribute)
vl_suffix (n3fit.stopping.FitState attribute)
W
w2min (validphys.filters.FilterDefaults attribute)
weight_inits (n3fit.backends.keras_backend.MetaLayer.MetaLayer attribute)
weighted_reward (validphys.hyperoptplot.HyperoptTrial property)
with_central_value() (validphys.coredata.CommonData method)
with_cfactor() (validphys.coredata.FKTableData method)
with_cuts() (validphys.coredata.CommonData method)
(validphys.coredata.FKTableData method)
with_modified_data() (validphys.core.CommonDataSpec method)
wrapper_check_NN() (in module n3fit.checks)
wrapper_hyperopt() (in module n3fit.checks)
write_data() (n3fit.io.writer.WriterWrapper method)
write_hessian_to_mc_watt_thorne() (in module validphys.hessian2mc)
write_mc_watt_thorne_replicas() (in module validphys.hessian2mc)
write_new_lhapdf_info_file_from_previous_pdf() (in module validphys.hessian2mc)
write_replica() (in module validphys.lhio)
WriterWrapper (class in n3fit.io.writer)
X
x (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
x_label (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
x_scale (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
xDivide (class in n3fit.layers.x_operations)
xfxQ() (n3fit.vpinterface.N3LHAPDFSet method)
(validphys.lhapdfset.LHAPDFSet method)
xgrid (validphys.coredata.FKTableData attribute)
(validphys.pdfgrids.XPlottingGrid attribute)
xgrid() (in module validphys.pdfgrids)
xi_flavour_table() (in module validphys.closuretest.multiclosure_pdf_output)
xi_flavour_x() (in module validphys.closuretest.multiclosure_pdf)
xi_grid_values() (in module validphys.closuretest.multiclosure_pdf)
xi_pdfgrids() (in module validphys.closuretest.multiclosure_pdf)
xi_resampling_data() (in module validphys.closuretest.multiclosure)
xi_resampling_dataset() (in module validphys.closuretest.multiclosure)
xi_totalpdf() (in module validphys.closuretest.multiclosure_pdf)
xIntegrator (class in n3fit.layers.x_operations)
xlabel (validphys.plotoptions.core.PlotInfo property)
xplotting_grid() (in module validphys.pdfgrids)
XPlottingGrid (class in validphys.pdfgrids)
xq2_data_prcs_maps() (in module validphys.closuretest.multiclosure_output)
xq2_dataset_map() (in module validphys.closuretest.multiclosure)
XQ2Map (class in validphys.kinematics)
xq2map() (validphys.plotoptions.kintransforms.DIJET3DXQ2MapMixin method)
(validphys.plotoptions.kintransforms.DIJETATLASXQ2MapMixin method)
(validphys.plotoptions.kintransforms.DIJETXQ2MapMixin method)
(validphys.plotoptions.kintransforms.DISXQ2MapMixin method)
(validphys.plotoptions.kintransforms.DYMXQ2MapMixin method)
(validphys.plotoptions.kintransforms.DYXQ2MapMixin method)
(validphys.plotoptions.kintransforms.EWPTXQ2MapMixin method)
(validphys.plotoptions.kintransforms.HQPTXQ2MapMixin method)
(validphys.plotoptions.kintransforms.HQQPTXQ2MapMixin method)
(validphys.plotoptions.kintransforms.identity method)
(validphys.plotoptions.kintransforms.JETXQ2MapMixin method)
xq2map_with_cuts() (in module validphys.kinematics)
xscale (validphys.pdfplots.PDFPlotter property)
(validphys.pdfplots.PullPDFPlotter property)
Y
y (validphys.pdfgrids.Lumi2dGrid attribute)
y_label (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
y_scale (validphys.plotoptions.plottingoptions.PlottingOptions attribute)
yes_no_str() (in module validphys.promptutils)