Index

A

align() (in module feets.preprocess) Amplitude (class in feets.extractors.ext_amplitude) AndersonDarling (class in feets.extractors.ext_anderson_darling) as_frame() (feets.features.Features method)

AstropyLombScargle (class in feets.extractors.ext_astropy_lomb_scargle) AutocorLength (class in feets.extractors.ext_autocor_length) available_MACHO_lc() (in module feets.datasets) (in module feets.datasets.macho)

B

bands (feets.datasets.base.LightCurveDataset attribute) (feets.datasets.LightCurveDataset attribute)

BazinFit (class in feets.extractors.ext_bazin_fit) BeyondNStd (class in feets.extractors.ext_beyond_n_std) Bunch (class in feets.libs.bunch)

C

CAR (class in feets.extractors.ext_car) clear_data_home() (in module feets.datasets.base) Color (class in feets.extractors.ext_color) Con (class in feets.extractors.ext_con) CONVERTERS (feets.io.CustomJSONEncoder attribute)

create_normal() (in module feets.datasets.synthetic) create_periodic() (in module feets.datasets.synthetic) create_random() (in module feets.datasets.synthetic) create_uniform() (in module feets.datasets.synthetic) CustomJSONEncoder (class in feets.io) Cusum (class in feets.extractors.ext_cusum)

D

data (feets.datasets.base.LightCurveDataset attribute) (feets.datasets.LightCurveDataset attribute) DataRequiredError default() (feets.io.CustomJSONEncoder method)

DeltamDeltat (class in feets.extractors.ext_dmdt) description (feets.datasets.base.LightCurveDataset attribute) (feets.datasets.LightCurveDataset attribute) doc_inherit() (in module feets.libs.doctools) Duration (class in feets.extractors.ext_duration)

E

EntityNotFoundError Eta (class in feets.extractors.ext_eta) EtaColor (class in feets.extractors.ext_eta_color) EtaE (class in feets.extractors.ext_eta_e) ExcessVariance (class in feets.extractors.ext_excess_variance) extract() (feets.core.FeatureSpace method) (feets.extractors.ext_amplitude.Amplitude method) (feets.extractors.ext_anderson_darling.AndersonDarling method) (feets.extractors.ext_astropy_lomb_scargle.AstropyLombScargle method) (feets.extractors.ext_autocor_length.AutocorLength method) (feets.extractors.ext_bazin_fit.BazinFit method) (feets.extractors.ext_beyond_n_std.BeyondNStd method) (feets.extractors.ext_car.CAR method) (feets.extractors.ext_color.Color method) (feets.extractors.ext_con.Con method) (feets.extractors.ext_cusum.Cusum method) (feets.extractors.ext_dmdt.DeltamDeltat method) (feets.extractors.ext_duration.Duration method) (feets.extractors.ext_eta.Eta method) (feets.extractors.ext_eta_color.EtaColor method) (feets.extractors.ext_eta_e.EtaE method) (feets.extractors.ext_excess_variance.ExcessVariance method) (feets.extractors.ext_fourier_components.FourierComponents method) (feets.extractors.ext_gskew.Gskew method) (feets.extractors.ext_inter_percentile_range.InterPercentileRange method) (feets.extractors.ext_light_curve_lomb_scargle.LightCurveLombScargle method) (feets.extractors.ext_linear_fit.LinearFit method) (feets.extractors.ext_linear_trend.LinearTrend method) (feets.extractors.ext_linexp_fit.LinexpFit method) (feets.extractors.ext_max_slope.MaxSlope method) (feets.extractors.ext_max_time_interval.MaxTimeInterval method) (feets.extractors.ext_mean.Mean method) (feets.extractors.ext_mean_variance.MeanVariance method) (feets.extractors.ext_median.Median method) (feets.extractors.ext_median_abs_dev.MedianAbsDev method) (feets.extractors.ext_median_amplitude.MedianAmplitude method) (feets.extractors.ext_median_brp.MedianBRP method) (feets.extractors.ext_min_time_interval.MinTimeInterval method) (feets.extractors.ext_otsu_split.OtsuSplit method) (feets.extractors.ext_pair_slope_trend.PairSlopeTrend method) (feets.extractors.ext_percent_amplitude.PercentAmplitude method) (feets.extractors.ext_percent_diff_percentile.PercentDiffPercentile method) (feets.extractors.ext_percentage_ratio.PercentageRatio method) (feets.extractors.ext_q31.Q31 method) (feets.extractors.ext_q31.Q31Color method) (feets.extractors.ext_rcs.RCS method) (feets.extractors.ext_reduced_chi2.ReducedChi2 method) (feets.extractors.ext_roms.Roms method) (feets.extractors.ext_signature.Signature method) (feets.extractors.ext_skew.Skew method) (feets.extractors.ext_slotted_a_length.SlottedALength method) (feets.extractors.ext_small_kurtosis.SmallKurtosis method) (feets.extractors.ext_std.Std method) (feets.extractors.ext_stetson.StetsonJ method) (feets.extractors.ext_stetson.StetsonKAC method) (feets.extractors.ext_stetson.StetsonL method) (feets.extractors.ext_stetson_k.StetsonK method) (feets.extractors.ext_structure_functions.StructureFunctions method) (feets.extractors.ext_time_mean.TimeMean method) (feets.extractors.ext_time_std.TimeStd method) (feets.extractors.ext_villar_fit.VillarFit method) (feets.extractors.ext_weighted_beyond_n_std.WeightedBeyondNStd method) (feets.extractors.ext_weighted_mean.WeightedMean method) (feets.extractors.Extractor method) (feets.extractors.extractor.Extractor method)

extract_many() (feets.core.FeatureSpace method) Extractor (class in feets.extractors) (class in feets.extractors.extractor) extractor_of() (feets.extractors.registry.ExtractorRegistry method) extractor_warning() (in module feets.extractors.extractor) ExtractorBadDefinedError, [1] ExtractorRegistry (class in feets.extractors.registry) extractors (feets.core.FeatureSpace property) extractors_from_data() (feets.extractors.registry.ExtractorRegistry method) extractors_from_features() (feets.extractors.registry.ExtractorRegistry method) ExtractorValidationError, [1] ExtractorWarning, [1]

F

feature_names (feets.features.Features property) feature_warning() (in module feets.extractors.extractor) FeatureExtractionWarning Features (class in feets.features) FeatureSpace (class in feets.core) feets module feets.core module feets.datasets module feets.datasets.base module feets.datasets.macho module feets.datasets.ogle3 module feets.datasets.synthetic module feets.extractors module feets.extractors.ext_amplitude module feets.extractors.ext_anderson_darling module feets.extractors.ext_astropy_lomb_scargle module feets.extractors.ext_autocor_length module feets.extractors.ext_bazin_fit module feets.extractors.ext_beyond_n_std module feets.extractors.ext_car module feets.extractors.ext_color module feets.extractors.ext_con module feets.extractors.ext_cusum module feets.extractors.ext_dmdt module feets.extractors.ext_duration module feets.extractors.ext_eta module feets.extractors.ext_eta_color module feets.extractors.ext_eta_e module feets.extractors.ext_excess_variance module feets.extractors.ext_fourier_components module feets.extractors.ext_gskew module feets.extractors.ext_inter_percentile_range module feets.extractors.ext_light_curve_lomb_scargle module feets.extractors.ext_linear_fit module feets.extractors.ext_linear_trend module feets.extractors.ext_linexp_fit module feets.extractors.ext_max_slope module feets.extractors.ext_max_time_interval module feets.extractors.ext_mean module feets.extractors.ext_mean_variance module feets.extractors.ext_median module feets.extractors.ext_median_abs_dev module feets.extractors.ext_median_amplitude module feets.extractors.ext_median_brp module

feets.extractors.ext_min_time_interval module feets.extractors.ext_otsu_split module feets.extractors.ext_pair_slope_trend module feets.extractors.ext_percent_amplitude module feets.extractors.ext_percent_diff_percentile module feets.extractors.ext_percentage_ratio module feets.extractors.ext_q31 module feets.extractors.ext_rcs module feets.extractors.ext_reduced_chi2 module feets.extractors.ext_roms module feets.extractors.ext_signature module feets.extractors.ext_skew module feets.extractors.ext_slotted_a_length module feets.extractors.ext_small_kurtosis module feets.extractors.ext_std module feets.extractors.ext_stetson module feets.extractors.ext_stetson_k module feets.extractors.ext_structure_functions module feets.extractors.ext_time_mean module feets.extractors.ext_time_std module feets.extractors.ext_villar_fit module feets.extractors.ext_weighted_beyond_n_std module feets.extractors.ext_weighted_mean module feets.extractors.extractor module feets.extractors.light_curve_extractor module feets.extractors.registry module feets.features module feets.io module feets.libs module feets.libs.bunch module feets.libs.doctools module feets.preprocess module feets.runner module fetch() (in module feets.datasets.base) fetch_OGLE3() (in module feets.datasets) (in module feets.datasets.ogle3) flatten_feature() (feets.extractors.ext_beyond_n_std.BeyondNStd method) (feets.extractors.ext_inter_percentile_range.InterPercentileRange method) (feets.extractors.ext_median_brp.MedianBRP method) (feets.extractors.ext_percent_diff_percentile.PercentDiffPercentile method) (feets.extractors.ext_percentage_ratio.PercentageRatio method) (feets.extractors.ext_weighted_beyond_n_std.WeightedBeyondNStd method) (feets.extractors.Extractor method) (feets.extractors.extractor.Extractor method) FourierComponents (class in feets.extractors.ext_fourier_components) from_dict() (feets.core.FeatureSpace class method) from_lightcurve() (feets.core.FeatureSpace class method) from_lightcurves() (feets.core.FeatureSpace class method)

G

get_data() (feets.extractors.Extractor class method) (feets.extractors.extractor.Extractor class method) get_data_home() (in module feets.datasets.base) get_default_params() (feets.extractors.Extractor class method) (feets.extractors.extractor.Extractor class method) get_dependencies() (feets.extractors.Extractor class method) (feets.extractors.extractor.Extractor class method)

get_execution_plan() (feets.extractors.registry.ExtractorRegistry method) get_features() (feets.extractors.Extractor class method) (feets.extractors.extractor.Extractor class method) get_optional_data() (feets.extractors.Extractor class method) (feets.extractors.extractor.Extractor class method) get_required_data() (feets.extractors.Extractor class method) (feets.extractors.extractor.Extractor class method) Gskew (class in feets.extractors.ext_gskew)

I

InterPercentileRange (class in feets.extractors.ext_inter_percentile_range)

is_extractor_registered() (feets.extractors.registry.ExtractorRegistry method) is_feature_registered() (feets.extractors.registry.ExtractorRegistry method)

L

length (feets.features.Features property) LightCurve (class in feets.datasets) (class in feets.datasets.base) LightCurveDataset (class in feets.datasets) (class in feets.datasets.base) LightCurveExtractor (class in feets.extractors.light_curve_extractor) LightCurveLombScargle (class in feets.extractors.ext_light_curve_lomb_scargle) LinearFit (class in feets.extractors.ext_linear_fit)

LinearTrend (class in feets.extractors.ext_linear_trend) LinexpFit (class in feets.extractors.ext_linexp_fit) load_MACHO() (in module feets.datasets) (in module feets.datasets.macho) load_MACHO_example() (in module feets.datasets) (in module feets.datasets.macho) load_OGLE3_catalog() (in module feets.datasets) (in module feets.datasets.ogle3) lscargle() (in module feets.extractors.ext_astropy_lomb_scargle)

M

MaxSlope (class in feets.extractors.ext_max_slope) MaxTimeInterval (class in feets.extractors.ext_max_time_interval) Mean (class in feets.extractors.ext_mean) MeanVariance (class in feets.extractors.ext_mean_variance) Median (class in feets.extractors.ext_median) MedianAbsDev (class in feets.extractors.ext_median_abs_dev) MedianAmplitude (class in feets.extractors.ext_median_amplitude) MedianBRP (class in feets.extractors.ext_median_brp) metadata (feets.datasets.base.LightCurveDataset attribute) (feets.datasets.LightCurveDataset attribute) MinTimeInterval (class in feets.extractors.ext_min_time_interval) module feets feets.core feets.datasets feets.datasets.base feets.datasets.macho feets.datasets.ogle3 feets.datasets.synthetic feets.extractors feets.extractors.ext_amplitude feets.extractors.ext_anderson_darling feets.extractors.ext_astropy_lomb_scargle feets.extractors.ext_autocor_length feets.extractors.ext_bazin_fit feets.extractors.ext_beyond_n_std feets.extractors.ext_car feets.extractors.ext_color feets.extractors.ext_con feets.extractors.ext_cusum feets.extractors.ext_dmdt feets.extractors.ext_duration feets.extractors.ext_eta feets.extractors.ext_eta_color feets.extractors.ext_eta_e feets.extractors.ext_excess_variance feets.extractors.ext_fourier_components feets.extractors.ext_gskew feets.extractors.ext_inter_percentile_range feets.extractors.ext_light_curve_lomb_scargle feets.extractors.ext_linear_fit feets.extractors.ext_linear_trend feets.extractors.ext_linexp_fit feets.extractors.ext_max_slope feets.extractors.ext_max_time_interval feets.extractors.ext_mean feets.extractors.ext_mean_variance feets.extractors.ext_median feets.extractors.ext_median_abs_dev feets.extractors.ext_median_amplitude feets.extractors.ext_median_brp feets.extractors.ext_min_time_interval feets.extractors.ext_otsu_split feets.extractors.ext_pair_slope_trend feets.extractors.ext_percent_amplitude feets.extractors.ext_percent_diff_percentile feets.extractors.ext_percentage_ratio feets.extractors.ext_q31 feets.extractors.ext_rcs feets.extractors.ext_reduced_chi2 feets.extractors.ext_roms feets.extractors.ext_signature feets.extractors.ext_skew feets.extractors.ext_slotted_a_length feets.extractors.ext_small_kurtosis feets.extractors.ext_std feets.extractors.ext_stetson feets.extractors.ext_stetson_k feets.extractors.ext_structure_functions feets.extractors.ext_time_mean feets.extractors.ext_time_std feets.extractors.ext_villar_fit feets.extractors.ext_weighted_beyond_n_std feets.extractors.ext_weighted_mean feets.extractors.extractor feets.extractors.light_curve_extractor feets.extractors.registry feets.features feets.io feets.libs feets.libs.bunch feets.libs.doctools feets.preprocess feets.runner

N

name (feets.datasets.base.LightCurveDataset attribute) (feets.datasets.LightCurveDataset attribute)

none_open_or_buffer() (in module feets.io)

O

OtsuSplit (class in feets.extractors.ext_otsu_split)

P

PairSlopeTrend (class in feets.extractors.ext_pair_slope_trend) params (feets.extractors.Extractor property) (feets.extractors.extractor.Extractor property) PercentageRatio (class in feets.extractors.ext_percentage_ratio)

PercentAmplitude (class in feets.extractors.ext_percent_amplitude) PercentDiffPercentile (class in feets.extractors.ext_percent_diff_percentile) prepare_extract() (feets.extractors.Extractor class method) (feets.extractors.extractor.Extractor class method) (feets.extractors.light_curve_extractor.LightCurveExtractor class method)

Q

Q31 (class in feets.extractors.ext_q31)

Q31Color (class in feets.extractors.ext_q31)

R

RCS (class in feets.extractors.ext_rcs) read_json() (in module feets) (in module feets.io) read_yaml() (in module feets) (in module feets.io) ReducedChi2 (class in feets.extractors.ext_reduced_chi2) register_extractor() (feets.extractors.registry.ExtractorRegistry method) registered_extractors (feets.extractors.registry.ExtractorRegistry property)

registered_features (feets.extractors.registry.ExtractorRegistry property) RegistryConflictError RegistryError RegistryValidationError remove_noise() (in module feets.preprocess) required_data (feets.core.FeatureSpace property) Roms (class in feets.extractors.ext_roms) run() (in module feets.runner)

S

selected_features (feets.core.FeatureSpace property) Signature (class in feets.extractors.ext_signature) Skew (class in feets.extractors.ext_skew) slotted_autocorrelation() (in module feets.extractors.ext_slotted_a_length) SlottedALength (class in feets.extractors.ext_slotted_a_length) SmallKurtosis (class in feets.extractors.ext_small_kurtosis) sort_extractors_by_dependencies() (feets.extractors.registry.ExtractorRegistry method) start_conditions() (in module feets.extractors.ext_slotted_a_length)

Std (class in feets.extractors.ext_std) StetsonJ (class in feets.extractors.ext_stetson) StetsonK (class in feets.extractors.ext_stetson_k) StetsonKAC (class in feets.extractors.ext_stetson) StetsonL (class in feets.extractors.ext_stetson) store_json() (in module feets.io) store_yaml() (in module feets.io) StructureFunctions (class in feets.extractors.ext_structure_functions)

T

TimeMean (class in feets.extractors.ext_time_mean) TimeStd (class in feets.extractors.ext_time_std) to_dict() (feets.core.FeatureSpace method) (feets.extractors.Extractor method) (feets.extractors.extractor.Extractor method)

to_json() (feets.core.FeatureSpace method) to_yaml() (feets.core.FeatureSpace method)

U

unregister_extractor() (feets.extractors.registry.ExtractorRegistry method)

V

validate_extract() (feets.extractors.Extractor class method) (feets.extractors.extractor.Extractor class method) validate_flatten() (feets.extractors.Extractor class method) (feets.extractors.extractor.Extractor class method)

validate_is_extractor() (feets.extractors.registry.ExtractorRegistry static method) VillarFit (class in feets.extractors.ext_villar_fit)

W

WeightedBeyondNStd (class in feets.extractors.ext_weighted_beyond_n_std)

WeightedMean (class in feets.extractors.ext_weighted_mean)