Index

_

__hash__() (saftig.evaluation.dataset.EvaluationDataset method) (saftig.evaluation.EvaluationDataset method) _create_folder_structure() (saftig.evaluation.evaluation.EvaluationRun method) (saftig.evaluation.EvaluationRun method) _file_hash() (saftig.evaluation.EvaluationMetric class method) (saftig.evaluation.metrics.EvaluationMetric class method) (saftig.filtering.common.FilterBase class method) (saftig.filtering.FilterBase class method)

_generate_entry() (saftig.evaluation.report_generation.Report static method) _hash_wts_data() (saftig.evaluation.dataset.EvaluationDataset static method) (saftig.evaluation.EvaluationDataset static method) _lms_loop() (in module saftig.filtering.lms) (in module saftig.filtering.polylms) _prepare_dataset() (saftig.evaluation.dataset.EvaluationDataset static method) (saftig.evaluation.EvaluationDataset static method) _welch_multiple_sequences() (saftig.evaluation.metrics.PSDMetric method) (saftig.evaluation.PSDMetric method)

A

all_configurations_list (saftig.evaluation.evaluation.EvaluationRun attribute) (saftig.evaluation.EvaluationRun attribute) applied (saftig.evaluation.EvaluationMetric attribute) (saftig.evaluation.metrics.EvaluationMetric attribute) apply() (saftig.evaluation.EvaluationMetric method) (saftig.evaluation.metrics.EvaluationMetric method) (saftig.external.spicypy_wf.SpicypyWienerFilter method) (saftig.external.SpicypyWienerFilter method) (saftig.filtering.common.FilterBase method) (saftig.filtering.FilterBase method) (saftig.filtering.lms.LMSFilter method) (saftig.filtering.LMSFilter method) (saftig.filtering.polylms.PolynomialLMSFilter method) (saftig.filtering.PolynomialLMSFilter method) (saftig.filtering.UpdatingWienerFilter method) (saftig.filtering.uwf.UpdatingWienerFilter method)

apply_multi_sequence() (saftig.external.spicypy_wf.SpicypyWienerFilter method) (saftig.external.SpicypyWienerFilter method) (saftig.filtering.common.FilterBase method) (saftig.filtering.FilterBase method) (saftig.filtering.lms.LMSFilter method) (saftig.filtering.LMSFilter method) (saftig.filtering.polylms.PolynomialLMSFilter method) (saftig.filtering.PolynomialLMSFilter method) (saftig.filtering.UpdatingWienerFilter method) (saftig.filtering.uwf.UpdatingWienerFilter method) (saftig.filtering.wf.WienerFilter method) (saftig.filtering.WienerFilter method) as_dict() (saftig.filtering.common.FilterBase method) (saftig.filtering.FilterBase method)

B

BandwidthPowerMetric (class in saftig.evaluation) (class in saftig.evaluation.metrics) block_end (saftig.evaluation.report_generation.Report attribute) block_start (saftig.evaluation.report_generation.Report attribute)

bytes2int() (in module saftig.common) (in module saftig.common.common) bytes2str() (in module saftig.common) (in module saftig.common.common)

C

caption (saftig.evaluation.report_generation.ReportFigure attribute) (saftig.evaluation.report_generation.ReportTable attribute) check_data_dimensions() (saftig.filtering.common.FilterBase method) (saftig.filtering.FilterBase method) check_data_dimensions_multi_sequence() (saftig.filtering.common.FilterBase method) (saftig.filtering.FilterBase method) coefficient_clipping (saftig.filtering.lms.LMSFilter attribute) (saftig.filtering.LMSFilter attribute) (saftig.filtering.polylms.PolynomialLMSFilter attribute) (saftig.filtering.PolynomialLMSFilter attribute) compile() (saftig.evaluation.report_generation.Report method) condition() (saftig.external.spicypy_wf.SpicypyWienerFilter method) (saftig.external.SpicypyWienerFilter method) (saftig.filtering.common.FilterBase method) (saftig.filtering.FilterBase method) (saftig.filtering.lms.LMSFilter method) (saftig.filtering.LMSFilter method) (saftig.filtering.polylms.PolynomialLMSFilter method) (saftig.filtering.PolynomialLMSFilter method)

condition_multi_sequence() (saftig.external.spicypy_wf.SpicypyWienerFilter method) (saftig.external.SpicypyWienerFilter method) (saftig.filtering.common.FilterBase method) (saftig.filtering.FilterBase method) (saftig.filtering.lms.LMSFilter method) (saftig.filtering.LMSFilter method) (saftig.filtering.polylms.PolynomialLMSFilter method) (saftig.filtering.PolynomialLMSFilter method) (saftig.filtering.UpdatingWienerFilter method) (saftig.filtering.uwf.UpdatingWienerFilter method) (saftig.filtering.wf.WienerFilter method) (saftig.filtering.WienerFilter method) conditioned (saftig.external.spicypy_wf.SpicypyWienerFilter attribute) (saftig.external.SpicypyWienerFilter attribute) context_post (saftig.filtering.UpdatingWienerFilter attribute) (saftig.filtering.uwf.UpdatingWienerFilter attribute) context_pre (saftig.filtering.UpdatingWienerFilter attribute) (saftig.filtering.uwf.UpdatingWienerFilter attribute)

D

dataset (saftig.evaluation.evaluation.EvaluationRun attribute) (saftig.evaluation.EvaluationMetric attribute) (saftig.evaluation.EvaluationRun attribute) (saftig.evaluation.metrics.EvaluationMetric attribute)

dataset() (saftig.evaluation.evaluation.TestDataGenerator method) (saftig.evaluation.TestDataGenerator method) directory (saftig.evaluation.evaluation.EvaluationRun attribute) (saftig.evaluation.EvaluationRun attribute)

E

eval (in module saftig) EvaluationDataset (class in saftig.evaluation) (class in saftig.evaluation.dataset) EvaluationMetric (class in saftig.evaluation) (class in saftig.evaluation.metrics)

EvaluationMetricPlottable (class in saftig.evaluation) (class in saftig.evaluation.metrics) EvaluationMetricScalar (class in saftig.evaluation) (class in saftig.evaluation.metrics) EvaluationRun (class in saftig.evaluation) (class in saftig.evaluation.evaluation)

F

f_start (saftig.evaluation.BandwidthPowerMetric attribute) (saftig.evaluation.metrics.BandwidthPowerMetric attribute) f_stop (saftig.evaluation.BandwidthPowerMetric attribute) (saftig.evaluation.metrics.BandwidthPowerMetric attribute) filt (in module saftig) filter_name (saftig.external.spicypy_wf.SpicypyWienerFilter attribute) (saftig.external.SpicypyWienerFilter attribute) (saftig.filtering.common.FilterBase attribute) (saftig.filtering.FilterBase attribute) (saftig.filtering.lms.LMSFilter attribute) (saftig.filtering.LMSFilter attribute) (saftig.filtering.polylms.PolynomialLMSFilter attribute) (saftig.filtering.PolynomialLMSFilter attribute) (saftig.filtering.UpdatingWienerFilter attribute) (saftig.filtering.uwf.UpdatingWienerFilter attribute) (saftig.filtering.wf.WienerFilter attribute) (saftig.filtering.WienerFilter attribute)

filter_state (saftig.external.spicypy_wf.SpicypyWienerFilter attribute) (saftig.external.SpicypyWienerFilter attribute) (saftig.filtering.lms.LMSFilter attribute) (saftig.filtering.LMSFilter attribute) (saftig.filtering.polylms.PolynomialLMSFilter attribute) (saftig.filtering.PolynomialLMSFilter attribute) (saftig.filtering.UpdatingWienerFilter attribute) (saftig.filtering.uwf.UpdatingWienerFilter attribute) (saftig.filtering.wf.WienerFilter attribute) (saftig.filtering.WienerFilter attribute) FilterBase (class in saftig.filtering) (class in saftig.filtering.common) FilterTypeT (in module saftig.filtering.common) format (saftig.evaluation.report_generation.ReportTable attribute) from_dict() (saftig.filtering.common.FilterBase class method) (saftig.filtering.FilterBase class method)

G

generate() (saftig.evaluation.evaluation.TestDataGenerator method) (saftig.evaluation.report_generation.Report method) (saftig.evaluation.TestDataGenerator method) generate_multiple() (saftig.evaluation.evaluation.TestDataGenerator method) (saftig.evaluation.TestDataGenerator method)

get_all_configurations() (saftig.evaluation.evaluation.EvaluationRun method) (saftig.evaluation.EvaluationRun method) get_min_sequence_len() (saftig.evaluation.dataset.EvaluationDataset method) (saftig.evaluation.EvaluationDataset method) get_prediction() (saftig.evaluation.evaluation.EvaluationRun method) (saftig.evaluation.EvaluationRun method)

H

handle_from_dict() (in module saftig.filtering.common) hash_bytes() (saftig.evaluation.dataset.EvaluationDataset method) (saftig.evaluation.EvaluationDataset method) hash_function() (in module saftig.common) (in module saftig.common.common) hash_function_int() (in module saftig.common) (in module saftig.common.common)

hash_function_str() (in module saftig.common) (in module saftig.common.common) hash_object_list() (in module saftig.common) (in module saftig.common.common) hash_object_list_int() (in module saftig.common) (in module saftig.common.common)

I

idx_target (saftig.filtering.common.FilterBase attribute) (saftig.filtering.FilterBase attribute)

image_path (saftig.evaluation.report_generation.ReportFigure attribute) init_wrapper() (saftig.evaluation.EvaluationMetric static method) (saftig.evaluation.metrics.EvaluationMetric static method)

L

latex() (saftig.evaluation.report_generation.ReportElement method) (saftig.evaluation.report_generation.ReportFigure method) (saftig.evaluation.report_generation.ReportTable method) (saftig.evaluation.ReportElement method) LMSFilter (class in saftig.filtering) (class in saftig.filtering.lms) load() (saftig.filtering.common.FilterBase class method) (saftig.filtering.FilterBase class method)

load_np_array_list() (saftig.evaluation.evaluation.EvaluationRun static method) (saftig.evaluation.EvaluationRun static method) logx (saftig.evaluation.metrics.PSDMetric attribute) (saftig.evaluation.PSDMetric attribute) logy (saftig.evaluation.metrics.PSDMetric attribute) (saftig.evaluation.PSDMetric attribute)

M

make_2d_array() (in module saftig.filtering.common) make_filename() (saftig.filtering.common.FilterBase class method) (saftig.filtering.FilterBase class method) make_spicypy_time_series() (saftig.external.spicypy_wf.SpicypyWienerFilter static method) (saftig.external.SpicypyWienerFilter static method) mean_cross_correlation_offset() (in module saftig.filtering.wf) measure_runtime() (in module saftig.evaluation) (in module saftig.evaluation.evaluation) method_configurations (saftig.evaluation.evaluation.EvaluationRun attribute) (saftig.evaluation.EvaluationRun attribute) method_filename_part (saftig.filtering.common.FilterBase property) (saftig.filtering.FilterBase property) method_hash (saftig.evaluation.EvaluationMetric property) (saftig.evaluation.metrics.EvaluationMetric property) (saftig.filtering.common.FilterBase property) (saftig.filtering.FilterBase property) method_hash_str (saftig.evaluation.EvaluationMetric property) (saftig.evaluation.metrics.EvaluationMetric property) method_hash_value (saftig.evaluation.EvaluationMetric attribute) (saftig.evaluation.metrics.EvaluationMetric attribute) (saftig.filtering.common.FilterBase attribute) (saftig.filtering.FilterBase attribute) metrics (saftig.evaluation.evaluation.EvaluationRun attribute) (saftig.evaluation.EvaluationRun attribute)

module saftig saftig.common saftig.common.common saftig.evaluation saftig.evaluation.common saftig.evaluation.dataset saftig.evaluation.evaluation saftig.evaluation.metrics saftig.evaluation.report_generation saftig.external saftig.external.spicypy_wf saftig.filtering saftig.filtering.common saftig.filtering.lms saftig.filtering.polylms saftig.filtering.uwf saftig.filtering.wf MSEMetric (class in saftig.evaluation) (class in saftig.evaluation.metrics) multi_sequence_support (saftig.evaluation.evaluation.EvaluationRun attribute) (saftig.evaluation.EvaluationRun attribute)

N

n_channel (saftig.filtering.common.FilterBase attribute) (saftig.filtering.FilterBase attribute) n_fft (saftig.evaluation.BandwidthPowerMetric attribute) (saftig.evaluation.metrics.BandwidthPowerMetric attribute) (saftig.evaluation.metrics.PSDMetric attribute) (saftig.evaluation.PSDMetric attribute) n_filter (saftig.filtering.common.FilterBase attribute) (saftig.filtering.FilterBase attribute) name (saftig.evaluation.BandwidthPowerMetric attribute) (saftig.evaluation.dataset.EvaluationDataset attribute) (saftig.evaluation.evaluation.EvaluationRun attribute) (saftig.evaluation.EvaluationDataset attribute) (saftig.evaluation.EvaluationMetric attribute) (saftig.evaluation.EvaluationRun attribute) (saftig.evaluation.metrics.BandwidthPowerMetric attribute) (saftig.evaluation.metrics.EvaluationMetric attribute) (saftig.evaluation.metrics.MSEMetric attribute) (saftig.evaluation.metrics.PSDMetric attribute) (saftig.evaluation.metrics.RMSMetric attribute) (saftig.evaluation.MSEMetric attribute) (saftig.evaluation.PSDMetric attribute) (saftig.evaluation.RMSMetric attribute)

NDArrayF (in module saftig.evaluation.dataset) (in module saftig.evaluation.evaluation) NDArrayU (in module saftig.evaluation.evaluation) normalized (saftig.filtering.lms.LMSFilter attribute) (saftig.filtering.LMSFilter attribute) (saftig.filtering.polylms.PolynomialLMSFilter attribute) (saftig.filtering.PolynomialLMSFilter attribute)

O

optimization_metric (saftig.evaluation.evaluation.EvaluationRun attribute) (saftig.evaluation.EvaluationRun attribute)

order (saftig.filtering.polylms.PolynomialLMSFilter attribute) (saftig.filtering.PolynomialLMSFilter attribute)

P

parameters (saftig.evaluation.EvaluationMetric attribute) (saftig.evaluation.metrics.EvaluationMetric attribute) plot() (saftig.evaluation.EvaluationMetricPlottable method) (saftig.evaluation.metrics.EvaluationMetricPlottable method) (saftig.evaluation.metrics.PSDMetric method) (saftig.evaluation.PSDMetric method)

PolynomialLMSFilter (class in saftig.filtering) (class in saftig.filtering.polylms) prediction (saftig.evaluation.EvaluationMetric attribute) (saftig.evaluation.metrics.EvaluationMetric attribute) PSDMetric (class in saftig.evaluation) (class in saftig.evaluation.metrics)

R

Report (class in saftig.evaluation.report_generation) ReportElement (class in saftig.evaluation) (class in saftig.evaluation.report_generation) ReportFigure (class in saftig.evaluation.report_generation) ReportTable (class in saftig.evaluation.report_generation) requires_apply_target (saftig.filtering.common.FilterBase attribute) (saftig.filtering.FilterBase attribute) (saftig.filtering.wf.WienerFilter attribute) (saftig.filtering.WienerFilter attribute) reset() (saftig.filtering.lms.LMSFilter method) (saftig.filtering.LMSFilter method) (saftig.filtering.polylms.PolynomialLMSFilter method) (saftig.filtering.PolynomialLMSFilter method) residual (saftig.evaluation.EvaluationMetric attribute) (saftig.evaluation.metrics.EvaluationMetric attribute) residual_amplitude_ratio() (in module saftig.evaluation) (in module saftig.evaluation.evaluation) residual_power_ratio() (in module saftig.evaluation) (in module saftig.evaluation.evaluation) result (saftig.evaluation.EvaluationMetric property) (saftig.evaluation.EvaluationMetricScalar property) (saftig.evaluation.metrics.EvaluationMetric property) (saftig.evaluation.metrics.EvaluationMetricScalar property) result_full (saftig.evaluation.BandwidthPowerMetric property) (saftig.evaluation.EvaluationMetric property) (saftig.evaluation.metrics.BandwidthPowerMetric property) (saftig.evaluation.metrics.EvaluationMetric property) (saftig.evaluation.metrics.MSEMetric property) (saftig.evaluation.metrics.PSDMetric property) (saftig.evaluation.metrics.RMSMetric property) (saftig.evaluation.MSEMetric property) (saftig.evaluation.PSDMetric property) (saftig.evaluation.RMSMetric property)

result_full_wrapper() (saftig.evaluation.EvaluationMetric static method) (saftig.evaluation.metrics.EvaluationMetric static method) result_to_text() (saftig.evaluation.EvaluationMetric class method) (saftig.evaluation.EvaluationMetricScalar class method) (saftig.evaluation.metrics.EvaluationMetric class method) (saftig.evaluation.metrics.EvaluationMetricScalar class method) (saftig.evaluation.metrics.RMSMetric static method) (saftig.evaluation.RMSMetric static method) rms() (in module saftig.evaluation) (in module saftig.evaluation.common) RMSMetric (class in saftig.evaluation) (class in saftig.evaluation.metrics) rng (saftig.evaluation.evaluation.TestDataGenerator attribute) (saftig.evaluation.TestDataGenerator attribute) run() (saftig.evaluation.evaluation.EvaluationRun method) (saftig.evaluation.EvaluationRun method)

S

saftig module saftig.common module saftig.common.common module saftig.evaluation module saftig.evaluation.common module saftig.evaluation.dataset module saftig.evaluation.evaluation module saftig.evaluation.metrics module saftig.evaluation.report_generation module saftig.external module saftig.external.spicypy_wf module saftig.filtering module saftig.filtering.common module saftig.filtering.lms module saftig.filtering.polylms module saftig.filtering.uwf module saftig.filtering.wf module sample_rate (saftig.evaluation.dataset.EvaluationDataset attribute) (saftig.evaluation.evaluation.TestDataGenerator attribute) (saftig.evaluation.EvaluationDataset attribute) (saftig.evaluation.TestDataGenerator attribute)

save() (saftig.evaluation.report_generation.Report method) (saftig.filtering.common.FilterBase method) (saftig.filtering.FilterBase method) save_np_array_list() (saftig.evaluation.evaluation.EvaluationRun static method) (saftig.evaluation.EvaluationRun static method) save_plot() (saftig.evaluation.EvaluationMetricPlottable method) (saftig.evaluation.metrics.EvaluationMetricPlottable method) scaled_whitenoise() (saftig.evaluation.evaluation.TestDataGenerator method) (saftig.evaluation.TestDataGenerator method) sectioning_commands (saftig.evaluation.report_generation.Report attribute) Self (in module saftig.evaluation.metrics) show_target (saftig.evaluation.metrics.PSDMetric attribute) (saftig.evaluation.PSDMetric attribute) signal_conditioning (saftig.evaluation.dataset.EvaluationDataset attribute) (saftig.evaluation.EvaluationDataset attribute) signal_evaluation (saftig.evaluation.dataset.EvaluationDataset attribute) (saftig.evaluation.EvaluationDataset attribute) SpicypyWienerFilter (class in saftig.external) (class in saftig.external.spicypy_wf) step_scale (saftig.filtering.lms.LMSFilter attribute) (saftig.filtering.LMSFilter attribute) (saftig.filtering.polylms.PolynomialLMSFilter attribute) (saftig.filtering.PolynomialLMSFilter attribute) supports_multi_sequence (saftig.external.spicypy_wf.SpicypyWienerFilter attribute) (saftig.external.SpicypyWienerFilter attribute) (saftig.filtering.common.FilterBase attribute) (saftig.filtering.FilterBase attribute) supports_saving_loading() (saftig.external.spicypy_wf.SpicypyWienerFilter static method) (saftig.external.SpicypyWienerFilter static method) (saftig.filtering.common.FilterBase static method) (saftig.filtering.FilterBase static method) (saftig.filtering.UpdatingWienerFilter static method) (saftig.filtering.uwf.UpdatingWienerFilter static method)

T

table_content (saftig.evaluation.report_generation.ReportTable attribute) target_conditioning (saftig.evaluation.dataset.EvaluationDataset attribute) (saftig.evaluation.EvaluationDataset attribute) target_evaluation (saftig.evaluation.dataset.EvaluationDataset attribute) (saftig.evaluation.EvaluationDataset attribute) target_noise_level (saftig.evaluation.evaluation.TestDataGenerator attribute) (saftig.evaluation.TestDataGenerator attribute) target_unit (saftig.evaluation.dataset.EvaluationDataset attribute) (saftig.evaluation.EvaluationDataset attribute)

TestDataGenerator (class in saftig.evaluation) (class in saftig.evaluation.evaluation) text (saftig.evaluation.EvaluationMetric property) (saftig.evaluation.metrics.EvaluationMetric property) total_power() (in module saftig.evaluation) (in module saftig.evaluation.common) transfer_function (saftig.evaluation.evaluation.TestDataGenerator attribute) (saftig.evaluation.TestDataGenerator attribute)

U

UpdatingWienerFilter (class in saftig.filtering) (class in saftig.filtering.uwf)

W

welch_multiple_sequences() (in module saftig.evaluation.metrics) wf_apply() (in module saftig.filtering.wf) wf_calculate() (in module saftig.filtering.wf) width (saftig.evaluation.report_generation.ReportFigure attribute) WienerFilter (class in saftig.filtering) (class in saftig.filtering.wf) window (saftig.evaluation.BandwidthPowerMetric attribute) (saftig.evaluation.metrics.BandwidthPowerMetric attribute) (saftig.evaluation.metrics.PSDMetric attribute) (saftig.evaluation.PSDMetric attribute)

witness_conditioning (saftig.evaluation.dataset.EvaluationDataset attribute) (saftig.evaluation.EvaluationDataset attribute) witness_evaluation (saftig.evaluation.dataset.EvaluationDataset attribute) (saftig.evaluation.EvaluationDataset attribute) witness_noise_level (saftig.evaluation.evaluation.TestDataGenerator attribute) (saftig.evaluation.TestDataGenerator attribute)