Index

_

__init__() (utilities.dnn_settings.DnnSettings method) (utilities.exceptions.IncoherentRocPlotError method) (utilities.exceptions.IncorrectEfficiencyError method) (utilities.exceptions.IncorrectFractionError method) (utilities.exceptions.IncorrectIterableError method) (utilities.exceptions.IncorrectNumGenError method) (utilities.exceptions.InvalidSourceError method) (utilities.exceptions.LoadHeadError method)

A

array_generator() (in module utilities.import_datasets)

B

batch_size (utilities.dnn_settings.DnnSettings property)

D

default_figpath() (in module utilities.utils) default_resultsdir() (in module utilities.utils) default_rootpaths() (in module utilities.utils) default_txtpaths() (in module utilities.utils) default_vars() (in module utilities.utils)

dnn() (in module machine_learning.deepnn) DnnSettings (class in utilities.dnn_settings) DoubleGaussian() (in module template_fit.template_functions) dropout (utilities.dnn_settings.DnnSettings property) dt_classifier() (in module machine_learning.dtc)

E

epochnum (utilities.dnn_settings.DnnSettings property)

eval_dnn() (in module machine_learning.deepnn)

F

find_cut() (in module utilities.utils)

fit_mc_template() (in module template_fit.template_fit)

G

GaussJohnson() (in module template_fit.template_functions)

gen_from_toy() (in module utilities.gen_from_toy) global_fit() (in module template_fit.template_fit)

I

include_merged_variables() (in module utilities.import_datasets) IncoherentRocPlotError (class in utilities.exceptions) IncorrectEfficiencyError (class in utilities.exceptions) IncorrectFractionError (class in utilities.exceptions)

IncorrectIterableError (class in utilities.exceptions) IncorrectNumGenError (class in utilities.exceptions) initialize_library() (in module template_fit.template_functions) InvalidSourceError (class in utilities.exceptions)

K

KS_optimization() (in module utilities.merge_variables)

L

layers (utilities.dnn_settings.DnnSettings property) learning_rate (utilities.dnn_settings.DnnSettings property)

LoadHeadError (class in utilities.exceptions) loadvars() (in module utilities.import_datasets)

M

mergevar() (in module utilities.merge_variables)

mix_function() (in module utilities.merge_variables)

O

overlaid_cornerplot() (in module utilities.import_datasets)

P

plot_rocs() (in module utilities.utils)

R

roc() (in module utilities.utils)

S

stat_error() (in module utilities.utils)

syst_error() (in module utilities.utils)

T

test_linspace() (tests.test_utils.TestFindCut method) (tests.test_utils.TestRoc method) test_linspace_inverse() (tests.test_utils.TestFindCut method) test_linspace_inverse_specificity() (tests.test_utils.TestFindCut method) test_linspace_specificity() (tests.test_utils.TestFindCut method) test_loadvars_1D() (tests.test_import_datasets.TestLoadvars method) test_loadvars_flag() (tests.test_import_datasets.TestLoadvars method) test_loadvars_noflag() (tests.test_import_datasets.TestLoadvars method) test_training_testing() (tests.test_import_datasets.TestArrayGenerator method) test_uniform() (tests.test_var_cut.TestVarCut method)

test_uniform_false_inverse() (tests.test_var_cut.TestVarCut method) test_uniform_inverse() (tests.test_var_cut.TestVarCut method) test_uniform_inverse_specificity() (tests.test_var_cut.TestVarCut method) test_uniform_specificity() (tests.test_var_cut.TestVarCut method) TestArrayGenerator (class in tests.test_import_datasets) TestFindCut (class in tests.test_utils) TestLoadvars (class in tests.test_import_datasets) TestRoc (class in tests.test_utils) TestVarCut (class in tests.test_var_cut) train_dnn() (in module machine_learning.deepnn)

V

val_fraction (utilities.dnn_settings.DnnSettings property)

var_cut() (in module var_cut.var_cut) verbose (utilities.dnn_settings.DnnSettings property)