Index

A

add_condition() (cait.cuts.LogicalCut method) add_events_from_file() (cait.EvaluationTools method) add_histogram() (cait.versatile.Viewer method) add_line() (cait.versatile.Viewer method) add_prediction() (cait.EvaluationTools method) add_processing() (cait.versatile.iterators.iteratorbase.IteratorBaseClass method) add_scatter() (cait.versatile.Viewer method) add_to_moments() (in module cait.trigger)

add_vmarker() (cait.versatile.Viewer method) AnalysisMixin (class in cait.mixins) apply() (in module cait.versatile) apply_array_fit() (cait.mixins.FitMixin method) apply_logical_cut() (cait.mixins.FeaturesMixin method) apply_of() (cait.mixins.FeaturesMixin method) apply_sev_fit() (cait.mixins.FitMixin method) array_fit() (in module cait.fit)

B

baseline_template_cubic() (in module cait.fit) baseline_template_quad() (in module cait.fit) bin() (in module cait.trigger)

BinMixin (class in cait.mixins) box_car_smoothing() (in module cait.filter) BoxCarSmoothing (class in cait.versatile) build_sample() (cait.datasets.H5CryoData method)

C

cait.calibration module cait.cuts module cait.data module cait.datasets module cait.evaluation module cait.features module cait.filter module cait.fit module cait.limit module cait.models module cait.simulate module cait.styles module cait.trigger module cait.versatile module, [1], [2], [3], [4], [5] cait.versatile.datasources.hardwaretriggered.rdt_file module cait.versatile.datasources.stream.streambase module cait.versatile.iterators.iteratorbase module calc_additional_mp() (cait.mixins.FeaturesMixin method) calc_additional_parameters() (in module cait.features) calc_bl_coefficients() (cait.mixins.FitMixin method) calc_calibration() (cait.mixins.AnalysisMixin method) calc_controlpulse_stability() (cait.mixins.AnalysisMixin method) calc_correlated_ph() (in module cait.features) calc_exceptional_sev() (cait.mixins.FeaturesMixin method) calc_light_correction() (cait.mixins.AnalysisMixin method)

calc_main_parameters() (in module cait.features) calc_mp() (cait.mixins.FeaturesMixin method) calc_nps() (cait.mixins.FeaturesMixin method) calc_of() (cait.mixins.FeaturesMixin method) calc_parametric_fit() (cait.mixins.FitMixin method) calc_peakdet() (cait.mixins.FeaturesMixin method) calc_ph_correlated() (cait.mixins.FeaturesMixin method) calc_rate_cut() (cait.mixins.AnalysisMixin method) calc_resolution() (cait.mixins.AnalysisMixin method) calc_saturation() (cait.mixins.FitMixin method) calc_sev() (cait.mixins.FeaturesMixin method) calc_testpulse_stability() (cait.mixins.AnalysisMixin method) calc_upper_limit() (cait.limit.Limit method) CalcMP (class in cait.versatile) checkout_con() (cait.mixins.RdtMixin method) checkout_dig() (cait.mixins.RdtMixin method) checkout_mon() (cait.mixins.RdtMixin method) checkout_rdt() (cait.mixins.RdtMixin method) checkout_test() (cait.mixins.RdtMixin method) close() (cait.versatile.Viewer method) CNNModule (class in cait.models) compare() (cait.features.MainParameters method) configure_optimizers() (cait.models.CNNModule method) (cait.models.LSTMModule method) (cait.models.RNNModule method) (cait.models.SeparationLSTM method) (cait.models.TransformerModule method) confusion_matrix_pred() (cait.EvaluationTools method) content() (cait.DataHandler method) controlpulse_stability() (in module cait.cuts) convert_dataset() (cait.mixins.RdtMixin method) convert_h5_to_root() (in module cait.data) convert_to_colors() (cait.EvaluationTools method) convert_to_labels() (cait.EvaluationTools method) convert_to_labels_colors() (cait.EvaluationTools method) convert_to_V() (in module cait.data) correctly_labeled_events_per_pulse_height() (cait.EvaluationTools method) correctly_labeled_per_v() (cait.EvaluationTools method) counts() (cait.cuts.LogicalCut method) create_labels_csv() (cait.EventInterface method) CryoDataModule (class in cait.datasets) CsmplMixin (class in cait.mixins)

D

DataHandler (class in cait) detector_upper_limit() (cait.limit.Limit method) distribution_skewness() (in module cait.features) doshift() (in module cait.fit) DownSample (class in cait.datasets) Downsample (class in cait.versatile) downsample_raw_data() (cait.DataHandler method)

drop() (cait.DataHandler method) drop_raw_data() (cait.DataHandler method) ds_start_us (cait.versatile.iterators.iteratorbase.IteratorBaseClass property) dt_us (cait.versatile.datasources.stream.streambase.StreamBaseClass property) (cait.versatile.iterators.iteratorbase.IteratorBaseClass property) (cait.versatile.RDTFile property) (cait.versatile.Stream property)

E

energy_calibration() (in module cait.calibration) estimate_trigger_threshold() (cait.mixins.FitMixin method) EvaluationTools (class in cait) EventInterface (class in cait) events_saturated_histogram() (cait.EvaluationTools method) exclude_testpulses() (in module cait.trigger) expectation() (in module cait.features)

expected_interaction_rate() (in module cait.limit) expected_recoil_rate() (in module cait.limit) export_labels() (cait.EventInterface method) export_predictions() (cait.EventInterface method) exposure() (cait.mixins.AnalysisMixin method) extend_filter() (in module cait.filter) extend_nps() (in module cait.filter)

F

FeaturesMixin (class in cait.mixins) filter_event() (in module cait.filter) find_nearest() (in module cait.trigger) find_peaks() (in module cait.trigger) fit() (cait.calibration.PulserModel method) fit_cubic() (cait.fit.sev_fit_template method) fit_pulse_shape() (in module cait.fit) fit_quadratic_baseline() (in module cait.fit) fit_trigger_efficiency() (in module cait.fit) FitBaseline (class in cait.versatile) fitfunc() (in module cait.fit) FitMixin (class in cait.mixins)

force_false() (cait.cuts.LogicalCut method) force_true() (cait.cuts.LogicalCut method) forward() (cait.models.CNNModule method) (cait.models.LSTMModule method) (cait.models.RNNModule method) (cait.models.SeparationLSTM method) (cait.models.TransformerModule method) from_dh() (cait.versatile.NPS class method) (cait.versatile.OF class method) (cait.versatile.SEV class method) from_file() (cait.versatile.NPS class method) (cait.versatile.OF class method) (cait.versatile.SEV class method)

G

gen_dataset_from_rdt() (in module cait.data) gen_dataset_from_rdt_memsafe() (in module cait.data) gen_features() (cait.EvaluationTools method) generate() (cait.data.TestData method) generate_ps_par() (in module cait.simulate) generate_square_subsequent_mask() (cait.models.TransformerModule method) generate_standard_event() (in module cait.fit) generate_startstop() (cait.DataHandler method) get() (cait.DataHandler method) get_amplitudes() (in module cait.filter) get_antiflag() (cait.cuts.LogicalCut method) get_antiidx() (cait.cuts.LogicalCut method) get_cc_noise() (in module cait.data) get_data() (cait.EvaluationTools method) get_differences() (cait.features.MainParameters method) get_down_value() (cait.trigger.MovingAverageTrigger method) get_elements() (in module cait.features) get_event() (cait.versatile.MockData method) get_event_iterator() (cait.DataHandler method) (cait.versatile.datasources.hardwaretriggered.rdt_file.RDTChannel method) (cait.versatile.datasources.stream.streambase.StreamBaseClass method) (cait.versatile.MockData method) get_event_nbrs() (cait.EvaluationTools method) get_events() (cait.EvaluationTools method) get_features() (cait.EvaluationTools method) get_figure() (cait.versatile.Viewer method) get_file_nbrs() (cait.EvaluationTools method) get_filedirectory() (cait.DataHandler method) get_filehandle() (cait.DataHandler method) get_filename() (cait.DataHandler method)

get_filepath() (cait.DataHandler method) get_filepaths() (cait.EvaluationTools method) get_flag() (cait.cuts.LogicalCut method) get_idx() (cait.cuts.LogicalCut method) get_item_no_cache() (cait.datasets.H5CryoData method) get_label_nbrs() (cait.EvaluationTools method) get_labels_in_color() (cait.EvaluationTools method) get_mainpar() (cait.EvaluationTools method) get_metainfo() (in module cait.data) get_noise_parameters_binned() (in module cait.fit) get_noise_parameters_unbinned() (in module cait.fit) get_nps() (in module cait.data) get_offset() (in module cait.trigger) get_pred() (cait.EvaluationTools method) get_pred_in_color() (cait.EvaluationTools method) get_pred_true_labels() (cait.EvaluationTools method) get_prob() (cait.models.CNNModule method) get_random_samplers() (in module cait.datasets) get_record_window() (in module cait.trigger) get_record_window_vdaq() (in module cait.trigger) get_starttime() (in module cait.trigger) get_test() (cait.EvaluationTools method) get_train() (cait.EvaluationTools method) get_triggers() (in module cait.trigger) get_value() (cait.trigger.MovingAverageTrigger method) get_voltage_trace() (cait.versatile.datasources.stream.streambase.StreamBaseClass method) (cait.versatile.RDTFile method) (cait.versatile.Stream method) getArray() (cait.features.MainParameters method) grab() (cait.versatile.iterators.iteratorbase.IteratorBaseClass method)

H

H5CryoData (class in cait.datasets)

Histogram (class in cait.versatile) hours (cait.versatile.iterators.iteratorbase.IteratorBaseClass property)

I

import_efficiencies() (cait.limit.Limit method) import_labels() (cait.DataHandler method) import_observations() (cait.limit.Limit method) import_predictions() (cait.DataHandler method) include_bin_triggers() (cait.mixins.BinMixin method) include_con_file() (cait.mixins.RdtMixin method) include_csmpl_triggers() (cait.mixins.CsmplMixin method) include_ctrigger_stamps() (cait.mixins.CsmplMixin method) include_dac_triggers() (cait.mixins.BinMixin method) include_event_iterator() (cait.DataHandler method) include_metainfo() (cait.mixins.RdtMixin method) include_mon() (cait.mixins.RdtMixin method) include_noise_events() (cait.mixins.CsmplMixin method) include_noise_events_vdaq() (cait.mixins.BinMixin method)

include_noise_triggers() (cait.mixins.CsmplMixin method) include_nps() (cait.mixins.CsmplMixin method) include_of() (cait.mixins.CsmplMixin method) include_qdc() (cait.mixins.RdtMixin method) include_rdt() (cait.mixins.RdtMixin method) include_sev() (cait.mixins.CsmplMixin method) include_test_stamps() (cait.mixins.CsmplMixin method) include_test_stamps_vdaq() (cait.mixins.BinMixin method) include_triggered_events() (cait.mixins.CsmplMixin method) include_triggered_events_vdaq() (cait.mixins.BinMixin method) include_values() (cait.mixins.FeaturesMixin method) include_vtrigger_stamps() (cait.mixins.BinMixin method) init_empty() (cait.DataHandler method) IteratorBaseClass (class in cait.versatile.iterators.iteratorbase)

K

key (cait.versatile.datasources.hardwaretriggered.rdt_file.RDTChannel property) keys (cait.versatile.datasources.stream.streambase.StreamBaseClass property) (cait.versatile.RDTFile property) (cait.versatile.Stream property)

keys() (cait.DataHandler method)

L

light_yield_correction() (in module cait.calibration) Limit (class in cait.limit) Line (class in cait.versatile) linregfit() (in module cait.filter) load_arr_par() (cait.EventInterface method) load_h5() (cait.EventInterface method) load_labels_csv() (cait.EventInterface method) load_of() (cait.EventInterface method) load_predictions_csv() (cait.EventInterface method) load_saturation_par() (cait.EventInterface method)

load_sev_par() (cait.EventInterface method) LogicalCut (class in cait.cuts) logistic_curve() (in module cait.fit) loss_function() (cait.models.CNNModule method) (cait.models.LSTMModule method) (cait.models.RNNModule method) (cait.models.SeparationLSTM method) (cait.models.TransformerModule method) LSTMModule (class in cait.models) lstsqsol() (in module cait.fit)

M

MainParameters (class in cait.features) make_grid() (in module cait.styles) measuring_time_h (cait.versatile.RDTFile property) merge_h5_sets() (in module cait.data) mh_predict() (in module cait.models) MockData (class in cait.versatile) model() (cait.versatile.FitBaseline method) module cait.calibration cait.cuts cait.data cait.datasets cait.evaluation cait.features cait.filter cait.fit cait.limit cait.models cait.simulate cait.styles cait.trigger cait.versatile, [1], [2], [3], [4], [5] cait.versatile.datasources.hardwaretriggered.rdt_file cait.versatile.datasources.stream.streambase cait.versatile.iterators.iteratorbase

MovingAverageTrigger (class in cait.trigger)

N

n_batches (cait.versatile.iterators.iteratorbase.IteratorBaseClass property) n_channels (cait.versatile.datasources.hardwaretriggered.rdt_file.RDTChannel property) (cait.versatile.iterators.iteratorbase.IteratorBaseClass property) nn_predict() (in module cait.models)

noise_function() (in module cait.data) noise_trigger_template() (in module cait.fit) normalization_constant() (in module cait.filter) Normalize (class in cait.datasets) NPS (class in cait.versatile)

O

OF (class in cait.versatile) optimal_transfer_function() (in module cait.filter)

OptimumFiltering (class in cait.versatile) outside() (in module cait.cuts)

P

PileUpDownSample (class in cait.datasets) plot() (cait.calibration.PulserModel method) (cait.versatile.Viewer method) plot_csmpl() (in module cait.trigger) plot_event() (cait.EvaluationTools method) plot_labels_distribution() (cait.EvaluationTools method) plot_observations() (cait.limit.Limit method) plot_recoil_distribution() (cait.limit.Limit method) plot_S1() (in module cait.features) plot_wimp_distribution() (cait.limit.Limit method) PlotMixin (class in cait.mixins) plotParameters() (cait.features.MainParameters method) plt_pred_with_pca() (cait.EvaluationTools method) plt_pred_with_pca_plotly() (cait.EvaluationTools method)

plt_pred_with_tsne() (cait.EvaluationTools method) plt_pred_with_tsne_plotly() (cait.EvaluationTools method) predict() (cait.calibration.PulserModel method) (cait.models.CNNModule method) (cait.models.LSTMModule method) (cait.models.RNNModule method) (cait.models.SeparationLSTM method) (cait.models.TransformerModule method) prepare_data() (cait.datasets.CryoDataModule method) Preview (class in cait.versatile) print_all() (cait.features.MainParameters method) pulse_height_histogram() (cait.EvaluationTools method) pulse_template() (in module cait.fit) PulserModel (class in cait.calibration)

R

rate_cut() (in module cait.cuts) RDTChannel (class in cait.versatile.datasources.hardwaretriggered.rdt_file) RDTFile (class in cait.versatile) RdtMixin (class in cait.mixins) read_clock_frequency() (cait.mixins.RdtMixin method) read_header() (in module cait.trigger) read_xy_file() (in module cait.data) readcs() (in module cait.trigger)

record_length (cait.versatile.iterators.iteratorbase.IteratorBaseClass property) (cait.versatile.RDTFile property) record_window() (cait.DataHandler method) rem_off() (in module cait.filter) RemoveBaseline (class in cait.versatile) RemoveOffset (class in cait.datasets) rename() (cait.DataHandler method) repackage() (cait.DataHandler method) RNNModule (class in cait.models)

S

sample_frequency (cait.versatile.RDTFile property) sample_to_time() (in module cait.trigger) save_prediction() (cait.EvaluationTools method) Scatter (class in cait.versatile) scatter_img() (in module cait.styles) ScatterPreview (class in cait.versatile) sef() (cait.fit.sev_fit_template method) sel() (cait.fit.sev_fit_template method) selected_events (cait.versatile.ScatterPreview property) selected_inds (cait.versatile.ScatterPreview property) SeparationLSTM (class in cait.models) seq() (cait.fit.sev_fit_template method) set() (cait.DataHandler method) set_colors() (cait.VizTool method) set_data() (cait.EvaluationTools method) set_features() (cait.EvaluationTools method) set_filepath() (cait.DataHandler method) set_first_value() (cait.trigger.MovingAverageTrigger method) set_idx() (cait.VizTool method) set_scaler() (cait.EvaluationTools method) set_threshold() (cait.EventInterface method) set_xlabel() (cait.versatile.Viewer method) set_xrange() (cait.versatile.Viewer method) set_xscale() (cait.versatile.Viewer method) set_ylabel() (cait.versatile.Viewer method) set_yrange() (cait.versatile.Viewer method) set_yscale() (cait.versatile.Viewer method) setup() (cait.datasets.CryoDataModule method) SEV (class in cait.versatile) sev_fit_template (class in cait.fit) show() (cait.EventInterface method) (cait.versatile.NPS method) (cait.versatile.OF method) (cait.versatile.SEV method) (cait.versatile.Viewer method) (cait.VizTool method)

show_efficiency() (cait.mixins.PlotMixin method) show_exceptional_sev() (cait.mixins.PlotMixin method) show_hist() (cait.mixins.PlotMixin method) show_legend() (cait.versatile.Viewer method) show_ly() (cait.mixins.PlotMixin method) show_nps() (cait.mixins.PlotMixin method) show_of() (cait.mixins.PlotMixin method) show_saturation() (cait.mixins.PlotMixin method) show_scatter() (cait.mixins.PlotMixin method) show_sev() (cait.mixins.PlotMixin method) show_values() (cait.mixins.PlotMixin method) simulate_baselines() (in module cait.simulate) simulate_events() (in module cait.simulate) simulate_pulses() (cait.mixins.SimulateMixin method) SimulateMixin (class in cait.mixins) SingleMinMaxNorm (class in cait.datasets) split_test_train() (cait.EvaluationTools method) start() (cait.EventInterface method) (cait.versatile.Preview method) start_us (cait.versatile.datasources.hardwaretriggered.rdt_file.RDTChannel property) (cait.versatile.datasources.stream.streambase.StreamBaseClass property) (cait.versatile.MockData property) (cait.versatile.Stream property) Stream (class in cait.versatile) StreamBaseClass (class in cait.versatile.datasources.stream.streambase) StreamViewer (class in cait.versatile) sub_from_moments() (in module cait.trigger)

T

t (cait.versatile.iterators.iteratorbase.IteratorBaseClass property) test_dataloader() (cait.datasets.CryoDataModule method) test_step() (cait.models.CNNModule method) (cait.models.LSTMModule method) (cait.models.RNNModule method) (cait.models.SeparationLSTM method) (cait.models.TransformerModule method) TestData (class in cait.data) testpulse_stability() (in module cait.cuts) threshold_model() (in module cait.fit) time (cait.versatile.datasources.stream.streambase.StreamBaseClass property) time_to_sample() (in module cait.trigger) timestamps (cait.versatile.datasources.hardwaretriggered.rdt_file.RDTChannel property) (cait.versatile.iterators.iteratorbase.IteratorBaseClass property) to_dh() (cait.versatile.NPS method) (cait.versatile.OF method) (cait.versatile.SEV method) to_file() (cait.versatile.NPS method) (cait.versatile.OF method) (cait.versatile.SEV method)

total() (cait.cuts.LogicalCut method) ToTensor (class in cait.datasets) tp_timestamps (cait.versatile.datasources.stream.streambase.StreamBaseClass property) (cait.versatile.Stream property) tpas (cait.versatile.datasources.hardwaretriggered.rdt_file.RDTChannel property) (cait.versatile.datasources.stream.streambase.StreamBaseClass property) (cait.versatile.Stream property) train_dataloader() (cait.datasets.CryoDataModule method) training_step() (cait.models.CNNModule method) (cait.models.LSTMModule method) (cait.models.RNNModule method) (cait.models.SeparationLSTM method) (cait.models.TransformerModule method) TransformerModule (class in cait.models) trigger_bin() (in module cait.trigger) trigger_csmpl() (in module cait.trigger) trigger_of() (in module cait.versatile) trigger_zscore() (in module cait.versatile) truncate_raw_data() (cait.DataHandler method) TukeyFiltering (class in cait.versatile)

U

unique_tpas (cait.versatile.datasources.hardwaretriggered.rdt_file.RDTChannel property) update_duration() (cait.data.TestData method) update_filepath() (cait.data.TestData method) update_histogram() (cait.versatile.Viewer method)

update_line() (cait.versatile.Viewer method) update_scatter() (cait.versatile.Viewer method) update_vmarker() (cait.versatile.Viewer method) use_cait_style() (in module cait.styles) uses_batches (cait.versatile.iterators.iteratorbase.IteratorBaseClass property)

V

val_dataloader() (cait.datasets.CryoDataModule method) validation_step() (cait.models.CNNModule method) (cait.models.LSTMModule method) (cait.models.RNNModule method) (cait.models.SeparationLSTM method) (cait.models.TransformerModule method)

Viewer (class in cait.versatile) VizTool (class in cait)

W

with_processing() (cait.versatile.iterators.iteratorbase.IteratorBaseClass method)

write_xy_file() (in module cait.data)