Index

_

__author__ (in module mind_the_gaps) __repr__() (mind_the_gaps.models.celerite_models.DampedRandomWalk method) (mind_the_gaps.models.celerite_models.Lorentzian method) (mind_the_gaps.models.DampedRandomWalk method) (mind_the_gaps.models.Lorentzian method) __str__() (mind_the_gaps.simulator.Simulator method) __version__ (in module mind_the_gaps) _argcheck() (mind_the_gaps.stats.kraft_pdf method) (mind_the_gaps.stats.lognormal method) _autocorr (mind_the_gaps.gpmodelling.GPModelling attribute) _bkg_rate (mind_the_gaps.lightcurves.GappyLightcurve attribute) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve attribute) _bkg_rate_err (mind_the_gaps.lightcurves.GappyLightcurve attribute) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve attribute) _build_mean_model() (mind_the_gaps.gpmodelling.GPModelling method)

_dy (mind_the_gaps.lightcurves.GappyLightcurve attribute) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve attribute) _generate_lc_from_params() (mind_the_gaps.gpmodelling.GPModelling method) _lightcurve (mind_the_gaps.gpmodelling.GPModelling attribute) _log_probability() (mind_the_gaps.gpmodelling.GPModelling method) _loglikelihoods (mind_the_gaps.gpmodelling.GPModelling attribute) _mcmc_samples (mind_the_gaps.gpmodelling.GPModelling attribute) _ndim (mind_the_gaps.gpmodelling.GPModelling attribute) _neg_log_like() (mind_the_gaps.gpmodelling.GPModelling method) _pdf() (mind_the_gaps.stats.kraft_pdf method) (mind_the_gaps.stats.lognormal method) _times (mind_the_gaps.lightcurves.GappyLightcurve attribute) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve attribute) (mind_the_gaps.simulator.Simulator attribute) _y (mind_the_gaps.lightcurves.GappyLightcurve attribute) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve attribute)

A

add_noise() (mind_the_gaps.noise_models.BaseNoise method) (mind_the_gaps.noise_models.GaussianNoise method) (mind_the_gaps.noise_models.KraftNoise method) (mind_the_gaps.noise_models.PoissonNoise method) (mind_the_gaps.simulator.Simulator method)

add_poisson_noise() (in module mind_the_gaps.simulator) adjust_lightcurve_pdf() (mind_the_gaps.simulator.E13Simulator method) adjust_pdf() (mind_the_gaps.simulator.BaseSimulatorMethod method) (mind_the_gaps.simulator.E13Simulator method) (mind_the_gaps.simulator.TK95Simulator method) autocorr (mind_the_gaps.gpmodelling.GPModelling property)

B

BendingPowerlaw() (in module mind_the_gaps.models.psd_models) bkg_rate (mind_the_gaps.lightcurves.GappyLightcurve property) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve property)

bkg_rate_err (mind_the_gaps.lightcurves.GappyLightcurve property) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve property) brokenpl() (in module mind_the_gaps.fitting)

C

chi_cov() (in module mind_the_gaps.stats) chi_log_likehood() (in module mind_the_gaps.stats) chi_square() (in module mind_the_gaps.stats) chose_frequency_range() (in module mind_the_gaps.fitting) chose_ls_model() (in module mind_the_gaps.fitting)

compute_gradient() (mind_the_gaps.models.LinearModel method) (mind_the_gaps.models.mean_models.LinearModel method) create_log_normal() (in module mind_the_gaps.stats) create_uniform_distribution() (in module mind_the_gaps.stats) cut_random_segment() (in module mind_the_gaps.simulator)

D

derive_posteriors() (mind_the_gaps.gpmodelling.GPModelling method) detrend() (in module mind_the_gaps.utils) downsample() (mind_the_gaps.simulator.Simulator method)

duration (mind_the_gaps.lightcurves.GappyLightcurve property) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve property) dy (mind_the_gaps.lightcurves.GappyLightcurve property) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve property)

E

exposures (mind_the_gaps.lightcurves.GappyLightcurve property) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve property) (mind_the_gaps.noise_models.PoissonNoise attribute)

F

fftndatapoints (mind_the_gaps.simulator.Simulator attribute) fit() (mind_the_gaps.gpmodelling.GPModelling method)

fit_lomb_scargle() (in module mind_the_gaps.fitting) fit_psd_powerlaw() (in module mind_the_gaps.fitting) fit_sines() (in module mind_the_gaps.utils)

G

generate_from_posteriors() (mind_the_gaps.gpmodelling.GPModelling method) generate_lightcurve() (mind_the_gaps.simulator.Simulator method) get_complex_coefficients() (mind_the_gaps.models.BendingPowerlaw method) (mind_the_gaps.models.celerite_models.BendingPowerlaw method) (mind_the_gaps.models.celerite_models.Cosinus method) (mind_the_gaps.models.celerite_models.Lorentzian method) (mind_the_gaps.models.Cosinus method) (mind_the_gaps.models.Lorentzian method) get_fft() (in module mind_the_gaps.simulator) get_real_coefficients() (mind_the_gaps.models.celerite_models.DampedRandomWalk method) (mind_the_gaps.models.celerite_models.Lorentzian method) (mind_the_gaps.models.DampedRandomWalk method) (mind_the_gaps.models.Lorentzian method)

get_rstat() (mind_the_gaps.gpmodelling.GPModelling method) get_segment() (in module mind_the_gaps.simulator) get_simulator() (mind_the_gaps.lightcurves.GappyLightcurve method) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve method) get_value() (mind_the_gaps.models.GaussianModel method) (mind_the_gaps.models.LinearModel method) (mind_the_gaps.models.mean_models.GaussianModel method) (mind_the_gaps.models.mean_models.LensingProfile method) (mind_the_gaps.models.mean_models.LinearModel method) (mind_the_gaps.models.mean_models.SineModel method) (mind_the_gaps.models.mean_models.TwoSineModel method) (mind_the_gaps.models.SineModel method) gp (mind_the_gaps.gpmodelling.GPModelling attribute)

I

initial_params (mind_the_gaps.gpmodelling.GPModelling attribute)

J

Jitter() (in module mind_the_gaps.models.psd_models)

K

k (mind_the_gaps.gpmodelling.GPModelling property)

kraft_counts (mind_the_gaps.noise_models.KraftNoise attribute)

L

linear_fit() (in module mind_the_gaps.fitting) linear_fit_break() (in module mind_the_gaps.fitting) log_prior() (mind_the_gaps.models.BendingPowerlaw method) (mind_the_gaps.models.celerite_models.BendingPowerlaw method)

loglikelihoods (mind_the_gaps.gpmodelling.GPModelling property) Lorentzian() (in module mind_the_gaps.models.psd_models)

M

Matern() (in module mind_the_gaps.models.psd_models) Matern32() (in module mind_the_gaps.models.psd_models) Matern52() (in module mind_the_gaps.models.psd_models) max_iter (mind_the_gaps.simulator.E13Simulator attribute) max_loglikelihood (mind_the_gaps.gpmodelling.GPModelling property) max_parameters (mind_the_gaps.gpmodelling.GPModelling property) mcmc_samples (mind_the_gaps.gpmodelling.GPModelling property) mean (mind_the_gaps.lightcurves.GappyLightcurve property) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve property) (mind_the_gaps.simulator.Simulator attribute) meanmodels (mind_the_gaps.gpmodelling.GPModelling attribute) meanrate (mind_the_gaps.simulator.BaseSimulatorMethod attribute) median_parameters (mind_the_gaps.gpmodelling.GPModelling property) mind_the_gaps module mind_the_gaps.fitting module mind_the_gaps.gpmodelling module mind_the_gaps.gpmodelling.GPModelling (built-in class) mind_the_gaps.lightcurves module mind_the_gaps.lightcurves.fermilightcurve module mind_the_gaps.lightcurves.FermiLightcurve (built-in class) mind_the_gaps.lightcurves.fermilightcurve.FermiLightcurve (built-in class) mind_the_gaps.lightcurves.gappylightcurve module mind_the_gaps.lightcurves.GappyLightcurve (built-in class) mind_the_gaps.lightcurves.gappylightcurve.ExposureTimeError mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve (built-in class) mind_the_gaps.lightcurves.simplelightcurve module mind_the_gaps.lightcurves.SimpleLightcurve (built-in class) mind_the_gaps.lightcurves.simplelightcurve.SimpleLightcurve (built-in class) mind_the_gaps.lightcurves.swiftlightcurve module mind_the_gaps.lightcurves.SwiftLightcurve (built-in class) mind_the_gaps.lightcurves.swiftlightcurve.SwiftLightcurve (built-in class) mind_the_gaps.models module mind_the_gaps.models.BendingPowerlaw (built-in class) mind_the_gaps.models.celerite_models module mind_the_gaps.models.celerite_models.BendingPowerlaw (built-in class) mind_the_gaps.models.celerite_models.Cosinus (built-in class) mind_the_gaps.models.celerite_models.DampedRandomWalk (built-in class) mind_the_gaps.models.celerite_models.Lorentzian (built-in class) mind_the_gaps.models.Cosinus (built-in class) mind_the_gaps.models.DampedRandomWalk (built-in class) mind_the_gaps.models.GaussianModel (built-in class) mind_the_gaps.models.LinearModel (built-in class)

mind_the_gaps.models.Lorentzian (built-in class) mind_the_gaps.models.mean_models module mind_the_gaps.models.mean_models.GaussianModel (built-in class) mind_the_gaps.models.mean_models.LensingProfile (built-in class) mind_the_gaps.models.mean_models.LinearModel (built-in class) mind_the_gaps.models.mean_models.SineModel (built-in class) mind_the_gaps.models.mean_models.TwoSineModel (built-in class) mind_the_gaps.models.psd_models module mind_the_gaps.models.SineModel (built-in class) mind_the_gaps.noise_models module mind_the_gaps.noise_models.BaseNoise (built-in class) mind_the_gaps.noise_models.GaussianNoise (built-in class) mind_the_gaps.noise_models.KraftNoise (built-in class) mind_the_gaps.noise_models.PoissonNoise (built-in class) mind_the_gaps.readingutils module mind_the_gaps.simulator module mind_the_gaps.simulator.BaseSimulatorMethod (built-in class) mind_the_gaps.simulator.E13Simulator (built-in class) mind_the_gaps.simulator.Simulator (built-in class) mind_the_gaps.simulator.TK95Simulator (built-in class) mind_the_gaps.stats module mind_the_gaps.stats.kraft_pdf (built-in class) mind_the_gaps.stats.lognormal (built-in class) mind_the_gaps.utils module minimize_powerlaw() (in module mind_the_gaps.fitting) module mind_the_gaps mind_the_gaps.fitting mind_the_gaps.gpmodelling mind_the_gaps.lightcurves mind_the_gaps.lightcurves.fermilightcurve mind_the_gaps.lightcurves.gappylightcurve mind_the_gaps.lightcurves.simplelightcurve mind_the_gaps.lightcurves.swiftlightcurve mind_the_gaps.models mind_the_gaps.models.celerite_models mind_the_gaps.models.mean_models mind_the_gaps.models.psd_models mind_the_gaps.noise_models mind_the_gaps.readingutils mind_the_gaps.simulator mind_the_gaps.stats mind_the_gaps.utils mudelsee_fit() (in module mind_the_gaps.utils) mudelsee_least_squares() (in module mind_the_gaps.utils) mudelsee_residuals() (in module mind_the_gaps.utils)

N

n (mind_the_gaps.lightcurves.GappyLightcurve property) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve property)

name (mind_the_gaps.noise_models.BaseNoise attribute) (mind_the_gaps.noise_models.KraftNoise attribute)

P

parameter_names (mind_the_gaps.gpmodelling.GPModelling property) (mind_the_gaps.models.BendingPowerlaw attribute) (mind_the_gaps.models.celerite_models.BendingPowerlaw attribute) (mind_the_gaps.models.celerite_models.Cosinus attribute) (mind_the_gaps.models.celerite_models.DampedRandomWalk attribute) (mind_the_gaps.models.celerite_models.Lorentzian attribute) (mind_the_gaps.models.Cosinus attribute) (mind_the_gaps.models.DampedRandomWalk attribute) (mind_the_gaps.models.GaussianModel attribute) (mind_the_gaps.models.LinearModel attribute) (mind_the_gaps.models.Lorentzian attribute) (mind_the_gaps.models.mean_models.GaussianModel attribute) (mind_the_gaps.models.mean_models.LensingProfile attribute) (mind_the_gaps.models.mean_models.LinearModel attribute) (mind_the_gaps.models.mean_models.SineModel attribute) (mind_the_gaps.models.mean_models.TwoSineModel attribute) (mind_the_gaps.models.SineModel attribute)

pdf (mind_the_gaps.simulator.E13Simulator attribute) (mind_the_gaps.simulator.Simulator attribute) phase_fold() (in module mind_the_gaps.utils) psd_ar1() (in module mind_the_gaps.utils) psd_model (mind_the_gaps.simulator.Simulator property)

R

rand_remove() (mind_the_gaps.lightcurves.GappyLightcurve method) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve method) random_state (mind_the_gaps.simulator.Simulator attribute) read_best_fit() (in module mind_the_gaps.readingutils) read_data() (in module mind_the_gaps.readingutils) read_data2() (in module mind_the_gaps.readingutils) read_standard_lightcurve() (in module mind_the_gaps.readingutils) read_zero_point() (in module mind_the_gaps.readingutils) readdata() (mind_the_gaps.lightcurves.FermiLightcurve method) (mind_the_gaps.lightcurves.fermilightcurve.FermiLightcurve method) (mind_the_gaps.lightcurves.SimpleLightcurve method) (mind_the_gaps.lightcurves.simplelightcurve.SimpleLightcurve method)

readPC_catalog() (in module mind_the_gaps.readingutils) readPCCURVE() (in module mind_the_gaps.readingutils) (mind_the_gaps.lightcurves.SwiftLightcurve method) (mind_the_gaps.lightcurves.swiftlightcurve.SwiftLightcurve method) readPCHR() (in module mind_the_gaps.readingutils) readPCUL() (in module mind_the_gaps.readingutils) readsimplePCCURVE() (in module mind_the_gaps.readingutils) (mind_the_gaps.lightcurves.SwiftLightcurve method) (mind_the_gaps.lightcurves.swiftlightcurve.SwiftLightcurve method)

S

s_stat_powerlaw() (in module mind_the_gaps.fitting) s_statistic() (in module mind_the_gaps.fitting) sampler (mind_the_gaps.gpmodelling.GPModelling property) set_psd_params() (mind_the_gaps.simulator.Simulator method) SHO() (in module mind_the_gaps.models.psd_models) sigma_noise (mind_the_gaps.noise_models.GaussianNoise attribute) sim_dt (mind_the_gaps.simulator.Simulator attribute) sim_duration (mind_the_gaps.simulator.Simulator attribute)

sim_timestamps (mind_the_gaps.simulator.Simulator attribute) simulate_ar1() (in module mind_the_gaps.utils) simulate_regularly_sampled() (mind_the_gaps.simulator.Simulator method) split() (mind_the_gaps.lightcurves.GappyLightcurve method) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve method) spread_walkers() (mind_the_gaps.gpmodelling.GPModelling method) standarized_residuals() (mind_the_gaps.gpmodelling.GPModelling method) strategy (mind_the_gaps.simulator.Simulator attribute)

T

tau (mind_the_gaps.gpmodelling.GPModelling property) times (mind_the_gaps.lightcurves.GappyLightcurve property) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve property)

to_csv() (mind_the_gaps.lightcurves.GappyLightcurve method) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve method) truncate() (mind_the_gaps.lightcurves.GappyLightcurve method) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve method)

Y

y (mind_the_gaps.lightcurves.GappyLightcurve property) (mind_the_gaps.lightcurves.gappylightcurve.GappyLightcurve property)