Index

A

add_convolve() (in module library.core_functions.augmentation) add_drift() (in module library.core_functions.augmentation) add_dropout() (in module library.core_functions.augmentation) add_noise() (in module library.core_functions.augmentation)

add_pool() (in module library.core_functions.augmentation) add_quantize() (in module library.core_functions.augmentation) add_reverse() (in module library.core_functions.augmentation) add_timewarp() (in module library.core_functions.augmentation) await_ready() (sensiml.datamanager.capture.Capture method)

B

build_capture_list() (sensiml.datamanager.captures.Captures method) build_datafile_list() (sensiml.datamanager.featurefiles.FeatureFiles method)

build_featurefile_list() (sensiml.datamanager.featurefiles.FeatureFiles method) build_full_list() (sensiml.datamanager.featurefiles.FeatureFiles method) build_platform_descriptions() (sensiml.datamanager.clientplatformdescriptions.ClientPlatformDescriptions method)

C

Capture (class in sensiml.datamanager.capture) capture_info (sensiml.datamanager.capture.Capture property) CaptureConfiguration (class in sensiml.datamanager.capture_configuration) Captures (class in sensiml.datamanager.captures) ClientPlatformDescription (class in sensiml.datamanager.clientplatformdescription) ClientPlatformDescriptions (class in sensiml.datamanager.clientplatformdescriptions) cluster_learn() (in module library.core_functions.mg_contracts) configuration (sensiml.datamanager.capture_configuration.CaptureConfiguration property)

ConfusionMatrix (class in sensiml.datamanager.confusion_matrix) correlation_select_remove_most_corr_first() (in module library.core_functions.selectors) create_capture() (sensiml.datamanager.captures.Captures method) create_featurefile() (sensiml.datamanager.featurefiles.FeatureFiles method) created_at (sensiml.datamanager.capture_configuration.CaptureConfiguration property) (sensiml.datamanager.featurefile.FeatureFile property) (sensiml.datamanager.labelvalue.LabelValue property) custom_feature_selection() (in module library.core_functions.selectors) custom_feature_selection_by_index() (in module library.core_functions.selectors)

D

delete() (sensiml.datamanager.capture.Capture method) (sensiml.datamanager.capture_configuration.CaptureConfiguration method) (sensiml.datamanager.featurefile.FeatureFile method) (sensiml.datamanager.label.Label method) (sensiml.datamanager.labelvalue.LabelValue method) (sensiml.datamanager.segment.Segment method) (sensiml.datamanager.segmenter.Segmenter method)

double_peak_key_segmenter() (in module library.core_functions.segmenters.sg_double_peak) download() (sensiml.datamanager.featurefile.FeatureFile method) download_json() (sensiml.datamanager.featurefile.FeatureFile method)

F

feature_selector_by_family() (in module library.core_functions.selectors) FeatureFile (class in sensiml.datamanager.featurefile) FeatureFiles (class in sensiml.datamanager.featurefiles) fg_amplitude_global_p2p_high_frequency() (in module library.core_functions.feature_generators.fg_shape_amplitude) fg_amplitude_global_p2p_low_frequency() (in module library.core_functions.feature_generators.fg_shape_amplitude) fg_amplitude_max_p2p_half_high_frequency() (in module library.core_functions.feature_generators.fg_shape_amplitude) fg_amplitude_min_max_sum() (in module library.core_functions.feature_generators.fg_shape_amplitude) fg_amplitude_peak_to_peak() (in module library.core_functions.feature_generators.fg_shape_amplitude) fg_area_absolute_area() (in module library.core_functions.feature_generators.fg_area) fg_area_absolute_area_high_frequency() (in module library.core_functions.feature_generators.fg_area) fg_area_absolute_area_low_frequency() (in module library.core_functions.feature_generators.fg_area) fg_area_power_spectrum_density() (in module library.core_functions.feature_generators.fg_area) fg_area_total_area() (in module library.core_functions.feature_generators.fg_area) fg_area_total_area_high_frequency() (in module library.core_functions.feature_generators.fg_area) fg_area_total_area_low_frequency() (in module library.core_functions.feature_generators.fg_area) fg_cross_column_abs_max_column() (in module library.core_functions.feature_generators.fg_cross_column) fg_cross_column_correlation() (in module library.core_functions.feature_generators.fg_cross_column) fg_cross_column_max_column() (in module library.core_functions.feature_generators.fg_cross_column) fg_cross_column_mean_crossing_rate() (in module library.core_functions.feature_generators.fg_cross_column) fg_cross_column_mean_crossing_rate_with_offset() (in module library.core_functions.feature_generators.fg_cross_column) fg_cross_column_mean_difference() (in module library.core_functions.feature_generators.fg_cross_column) fg_cross_column_median_difference() (in module library.core_functions.feature_generators.fg_cross_column) fg_cross_column_min_column() (in module library.core_functions.feature_generators.fg_cross_column) fg_cross_column_min_max_difference_two_columns() (in module library.core_functions.feature_generators.fg_cross_column) fg_cross_column_p2p_difference() (in module library.core_functions.feature_generators.fg_cross_column) fg_cross_column_peak_location_difference() (in module library.core_functions.feature_generators.fg_cross_column) fg_energy_average_demeaned_energy() (in module library.core_functions.feature_generators.fg_energy) fg_energy_average_energy() (in module library.core_functions.feature_generators.fg_energy) fg_energy_total_energy() (in module library.core_functions.feature_generators.fg_energy) fg_fixed_width_histogram() (in module library.core_functions.feature_generators.fg_histogram) fg_frequency_dominant_frequency() (in module library.core_functions.feature_generators.fg_frequency) fg_frequency_mfcc() (in module library.core_functions.feature_generators.fg_frequency) fg_frequency_mfe() (in module library.core_functions.feature_generators.fg_frequency) fg_frequency_peak_frequencies() (in module library.core_functions.feature_generators.fg_frequency) fg_frequency_power_spectrum() (in module library.core_functions.feature_generators.fg_frequency) fg_frequency_spectral_entropy() (in module library.core_functions.feature_generators.fg_frequency) fg_min_max_scaled_histogram() (in module library.core_functions.feature_generators.fg_histogram) fg_physical_average_movement_intensity() (in module library.core_functions.feature_generators.fg_physical) fg_physical_average_signal_magnitude_area() (in module library.core_functions.feature_generators.fg_physical) fg_physical_variance_movement_intensity() (in module library.core_functions.feature_generators.fg_physical)

fg_roc_mean_crossing_rate() (in module library.core_functions.feature_generators.fg_rate_of_change) fg_roc_mean_difference() (in module library.core_functions.feature_generators.fg_rate_of_change) fg_roc_second_sigma_crossing_rate() (in module library.core_functions.feature_generators.fg_rate_of_change) fg_roc_sigma_crossing_rate() (in module library.core_functions.feature_generators.fg_rate_of_change) fg_roc_threshold_crossing_rate() (in module library.core_functions.feature_generators.fg_rate_of_change) fg_roc_threshold_with_offset_crossing_rate() (in module library.core_functions.feature_generators.fg_rate_of_change) fg_roc_zero_crossing_rate() (in module library.core_functions.feature_generators.fg_rate_of_change) fg_sampling_downsample() (in module library.core_functions.feature_generators.fg_sampling) fg_sampling_downsample_avg_with_normalization() (in module library.core_functions.feature_generators.fg_sampling) fg_sampling_downsample_max_with_normalization() (in module library.core_functions.feature_generators.fg_sampling) fg_shape_absolute_median_difference() (in module library.core_functions.feature_generators.fg_shape_amplitude) fg_shape_difference_high_frequency() (in module library.core_functions.feature_generators.fg_shape_amplitude) fg_shape_median_difference() (in module library.core_functions.feature_generators.fg_shape_amplitude) fg_shape_ratio_high_frequency() (in module library.core_functions.feature_generators.fg_shape_amplitude) fg_stats_abs_mean() (in module library.core_functions.feature_generators.fg_stats) fg_stats_abs_sum() (in module library.core_functions.feature_generators.fg_stats) fg_stats_iqr() (in module library.core_functions.feature_generators.fg_stats) fg_stats_kurtosis() (in module library.core_functions.feature_generators.fg_stats) fg_stats_linear_regression() (in module library.core_functions.feature_generators.fg_stats) fg_stats_maximum() (in module library.core_functions.feature_generators.fg_stats) fg_stats_mean() (in module library.core_functions.feature_generators.fg_stats) fg_stats_median() (in module library.core_functions.feature_generators.fg_stats) fg_stats_minimum() (in module library.core_functions.feature_generators.fg_stats) fg_stats_negative_zero_crossings() (in module library.core_functions.feature_generators.fg_stats) fg_stats_pct025() (in module library.core_functions.feature_generators.fg_stats) fg_stats_pct075() (in module library.core_functions.feature_generators.fg_stats) fg_stats_pct100() (in module library.core_functions.feature_generators.fg_stats) fg_stats_positive_zero_crossings() (in module library.core_functions.feature_generators.fg_stats) fg_stats_skewness() (in module library.core_functions.feature_generators.fg_stats) fg_stats_stdev() (in module library.core_functions.feature_generators.fg_stats) fg_stats_sum() (in module library.core_functions.feature_generators.fg_stats) fg_stats_variance() (in module library.core_functions.feature_generators.fg_stats) fg_stats_zero_crossings() (in module library.core_functions.feature_generators.fg_stats) fg_time_abs_pct_time_over_threshold() (in module library.core_functions.feature_generators.fg_time) fg_time_avg_time_over_threshold() (in module library.core_functions.feature_generators.fg_time) fg_time_pct_time_over_second_sigma() (in module library.core_functions.feature_generators.fg_time) fg_time_pct_time_over_sigma() (in module library.core_functions.feature_generators.fg_time) fg_time_pct_time_over_threshold() (in module library.core_functions.feature_generators.fg_time) fg_time_pct_time_over_zero() (in module library.core_functions.feature_generators.fg_time) fg_time_signal_duration() (in module library.core_functions.feature_generators.fg_time) filename (sensiml.datamanager.featurefile.FeatureFile property)

G

general_threshold() (in module library.core_functions.segmenters.sg_general_threshold) get_by_name() (sensiml.datamanager.featurefiles.FeatureFiles method) get_capture_by_filename() (sensiml.datamanager.captures.Captures method) get_capture_by_uuid() (sensiml.datamanager.captures.Captures method) get_captures() (sensiml.datamanager.captures.Captures method) get_captures_by_metadata() (sensiml.datamanager.captures.Captures method) get_config() (sensiml.datamanager.clientplatformdescription.ClientPlatformDescription method) get_featurefile() (sensiml.datamanager.featurefiles.FeatureFiles method)

get_featurefiles() (sensiml.datamanager.featurefiles.FeatureFiles method) get_label_names() (sensiml.datamanager.captures.Captures method) get_label_names_and_values() (sensiml.datamanager.captures.Captures method) get_metadata_names() (sensiml.datamanager.captures.Captures method) get_metadata_names_and_values() (sensiml.datamanager.captures.Captures method) get_platforms() (sensiml.datamanager.clientplatformdescriptions.ClientPlatformDescriptions method) get_set_url (sensiml.datamanager.segment.SegmentSet property) (sensiml.datamanager.segmenter.SegmenterSet property) get_statistics() (sensiml.datamanager.captures.Captures method)

I

information_gain() (in module library.core_functions.selectors) initialize_from_dict() (sensiml.datamanager.capture.Capture class method) (sensiml.datamanager.capture_configuration.CaptureConfiguration class method) (sensiml.datamanager.clientplatformdescription.ClientPlatformDescription method) (sensiml.datamanager.label.Label method) (sensiml.datamanager.labelvalue.LabelValue method) insert() (sensiml.datamanager.capture.Capture method) (sensiml.datamanager.capture_configuration.CaptureConfiguration method) (sensiml.datamanager.featurefile.FeatureFile method) (sensiml.datamanager.label.Label method) (sensiml.datamanager.labelvalue.LabelValue method) (sensiml.datamanager.segment.Segment method) (sensiml.datamanager.segmenter.Segmenter method)

is_features (sensiml.datamanager.featurefile.FeatureFile property)

L

Label (class in sensiml.datamanager.label) LabelValue (class in sensiml.datamanager.labelvalue) library.core_functions.augmentation module library.core_functions.feature_generators.fg_area module library.core_functions.feature_generators.fg_cross_column module library.core_functions.feature_generators.fg_energy module library.core_functions.feature_generators.fg_frequency module library.core_functions.feature_generators.fg_histogram module library.core_functions.feature_generators.fg_physical module library.core_functions.feature_generators.fg_rate_of_change module library.core_functions.feature_generators.fg_sampling module library.core_functions.feature_generators.fg_shape_amplitude module library.core_functions.feature_generators.fg_stats module library.core_functions.feature_generators.fg_time module library.core_functions.feature_transforms module

library.core_functions.mg_contracts module library.core_functions.segment_filters module library.core_functions.segment_transforms module library.core_functions.segmenters.sg_double_peak module library.core_functions.segmenters.sg_general_threshold module library.core_functions.segmenters.sg_max_min_threshold module library.core_functions.segmenters.sg_p2p_threshold_segmenter module library.core_functions.segmenters.sg_windowing module library.core_functions.segmenters.sg_windowing_threshold module library.core_functions.selectors module library.core_functions.sensor_filters module library.core_functions.sensor_transforms module load_model_pme() (in module library.core_functions.mg_contracts) load_model_tensorflow_micro() (in module library.core_functions.mg_contracts)

M

magnitude() (in module library.core_functions.feature_generators.fg_physical) max_min_threshold() (in module library.core_functions.segmenters.sg_max_min_threshold) min_max_scale() (in module library.core_functions.feature_transforms) module library.core_functions.augmentation library.core_functions.feature_generators.fg_area library.core_functions.feature_generators.fg_cross_column library.core_functions.feature_generators.fg_energy library.core_functions.feature_generators.fg_frequency library.core_functions.feature_generators.fg_histogram library.core_functions.feature_generators.fg_physical library.core_functions.feature_generators.fg_rate_of_change library.core_functions.feature_generators.fg_sampling library.core_functions.feature_generators.fg_shape_amplitude library.core_functions.feature_generators.fg_stats library.core_functions.feature_generators.fg_time library.core_functions.feature_transforms library.core_functions.mg_contracts library.core_functions.segment_filters library.core_functions.segment_transforms library.core_functions.segmenters.sg_double_peak library.core_functions.segmenters.sg_general_threshold library.core_functions.segmenters.sg_max_min_threshold library.core_functions.segmenters.sg_p2p_threshold_segmenter library.core_functions.segmenters.sg_windowing library.core_functions.segmenters.sg_windowing_threshold library.core_functions.selectors library.core_functions.sensor_filters library.core_functions.sensor_transforms sensiml.datamanager.capture sensiml.datamanager.capture_configuration sensiml.datamanager.captures sensiml.datamanager.clientplatformdescription sensiml.datamanager.clientplatformdescriptions sensiml.datamanager.confusion_matrix sensiml.datamanager.featurefile sensiml.datamanager.featurefiles sensiml.datamanager.label sensiml.datamanager.labelvalue sensiml.datamanager.segment sensiml.datamanager.segmenter

N

name (sensiml.datamanager.label.Label property) (sensiml.datamanager.segmenter.Segmenter property)

neuron_optimize() (in module library.core_functions.mg_contracts) new_featurefile() (sensiml.datamanager.featurefiles.FeatureFiles method) normalize() (in module library.core_functions.feature_transforms)

P

path (sensiml.datamanager.capture.Capture property)

peak_to_peak_segmenter_with_thresholding() (in module library.core_functions.segmenters.sg_p2p_threshold_segmenter) pp_by_class_name() (sensiml.datamanager.confusion_matrix.ConfusionMatrix method)

Q

quantize_254() (in module library.core_functions.feature_transforms)

R

ready (sensiml.datamanager.capture.Capture property) refresh() (sensiml.datamanager.capture.Capture method) (sensiml.datamanager.capture_configuration.CaptureConfiguration method) (sensiml.datamanager.clientplatformdescription.ClientPlatformDescription method) (sensiml.datamanager.featurefile.FeatureFile method) (sensiml.datamanager.label.Label method) (sensiml.datamanager.labelvalue.LabelValue method) (sensiml.datamanager.segment.Segment method) (sensiml.datamanager.segmenter.Segmenter method)

rfe_select() (in module library.core_functions.selectors)

S

sample_end (sensiml.datamanager.segment.Segment property) sample_start (sensiml.datamanager.segment.Segment property) se_by_class_name() (sensiml.datamanager.confusion_matrix.ConfusionMatrix method) Segment (class in sensiml.datamanager.segment) Segmenter (class in sensiml.datamanager.segmenter) segmenter (sensiml.datamanager.segment.Segment property) SegmenterSet (class in sensiml.datamanager.segmenter) SegmentSet (class in sensiml.datamanager.segment) sensiml.datamanager.capture module sensiml.datamanager.capture_configuration module sensiml.datamanager.captures module sensiml.datamanager.clientplatformdescription module sensiml.datamanager.clientplatformdescriptions module sensiml.datamanager.confusion_matrix module

sensiml.datamanager.featurefile module sensiml.datamanager.featurefiles module sensiml.datamanager.label module sensiml.datamanager.labelvalue module sensiml.datamanager.segment module sensiml.datamanager.segmenter module sg_filter_energy_threshold() (in module library.core_functions.segment_filters) sg_filter_mse() (in module library.core_functions.segment_filters) sg_filter_threshold() (in module library.core_functions.segment_filters) st_moving_average() (in module library.core_functions.sensor_filters) streaming_downsample_by_averaging() (in module library.core_functions.sensor_filters) streaming_downsample_by_decimation() (in module library.core_functions.sensor_filters)

T

tr_absolute_average() (in module library.core_functions.sensor_transforms) tr_average() (in module library.core_functions.sensor_transforms) tr_high_pass_filter() (in module library.core_functions.sensor_filters) tr_magnitude() (in module library.core_functions.sensor_transforms) tr_segment_offset_factor() (in module library.core_functions.segment_transforms) tr_segment_pre_emphasis_filter() (in module library.core_functions.segment_transforms) tr_segment_scale_factor() (in module library.core_functions.segment_transforms) tr_segment_strip() (in module library.core_functions.segment_transforms)

tr_segment_vertical_scale() (in module library.core_functions.segment_transforms) tr_windowing() (in module library.core_functions.segmenters.sg_windowing) train_bonsai() (in module library.core_functions.mg_contracts) train_fully_connected_neural_network() (in module library.core_functions.mg_contracts) train_gradient_boosting() (in module library.core_functions.mg_contracts) train_n_prune() (in module library.core_functions.mg_contracts) train_random_forest() (in module library.core_functions.mg_contracts) tree_select() (in module library.core_functions.selectors) ttest_select() (in module library.core_functions.selectors)

U

univariate_select() (in module library.core_functions.selectors) update() (sensiml.datamanager.capture.Capture method) (sensiml.datamanager.capture_configuration.CaptureConfiguration method) (sensiml.datamanager.featurefile.FeatureFile method) (sensiml.datamanager.label.Label method) (sensiml.datamanager.labelvalue.LabelValue method) (sensiml.datamanager.segment.Segment method) (sensiml.datamanager.segmenter.Segmenter method)

uuid (sensiml.datamanager.capture.Capture property) (sensiml.datamanager.capture_configuration.CaptureConfiguration property) (sensiml.datamanager.label.Label property) (sensiml.datamanager.labelvalue.LabelValue property) (sensiml.datamanager.segment.Segment property) (sensiml.datamanager.segmenter.Segmenter property)

V

value (sensiml.datamanager.labelvalue.LabelValue property) value_type (sensiml.datamanager.label.Label property)

vanilla_burlington() (in module library.core_functions.mg_contracts) vt_select() (in module library.core_functions.selectors)

W

windowing_threshold() (in module library.core_functions.segmenters.sg_windowing_threshold)