Index

_

__call__() (BicubicInterpolator method) __contains__() (DependencyGraph method) (GraphState method) (ObsTable method) (PassbandGroup method) __enter__() (SquashLogging method) (SquashOutput method) __eq__() (GraphState method) (Passband method) (Spectrograph method) __exit__() (SquashLogging method) (SquashOutput method) __getitem__() (GraphState method) (ObsTable method) (PassbandGroup method) (StaticSEDModel method) __getstate__() (BasicMathNode method) (ExtinctionEffect method) (GivenValueList method) __iter__() (GraphState method) (PassbandGroup method) (StaticSEDModel method) __len__() (BagleMultiWrapperModel method) (BicubicAxis method) (DependencyGraph method) (GraphState method) (LightcurveBandData method) (MultiLightcurveTemplateModel method) (MultiSEDTemplateModel method) (ObsTable method) (PassbandGroup method) (SEDBasisModel method) (Spectrograph method) (StaticBandfluxModel method) (StaticSEDModel method) (TableSampler method) __next__() (GraphState method) __repr__() (EffectModel method) (ExtinctionEffect method)

__setstate__() (BasicMathNode method) (ExtinctionEffect method) __str__() (BicubicAxis method) (EffectModel method) (GraphState method) (ParameterizedNode method) (Passband method) (PassbandGroup method) (Spectrograph method) _any_bandflux (MultiObjectModel attribute) _colmap (ObsTable attribute) _colorlaw (SALT2JaxModel attribute) _detector_footprint (ObsTable attribute) _exponents (SALT2ColorLaw attribute) _filter_to_name (PassbandGroup attribute) _hsiao_flux (BayesnModel attribute) _hsiao_phase (BayesnModel attribute) _hsiao_wave (BayesnModel attribute) _in_band_wave_indices (PassbandGroup attribute) _inv_colmap (ObsTable attribute) _is_bandflux (MultiObjectModel attribute) _l_knots_ (BayesnModel attribute) _log_pdf (LogPDFFunctionWrapper attribute) _m0_model (SALT2JaxModel attribute) _m1_model (SALT2JaxModel attribute) _num_values (GivenValueSampler attribute) _pdf (PDFFunctionWrapper attribute) _rng (NumpyMultivariateNormalFunc attribute) (NumpyRandomFunc attribute) (ScipyRandomDist attribute) _saturation_mags (ObsTable attribute) _spatial_data (ObsTable attribute) _table (ObsTable attribute) _tau_knots_ (BayesnModel attribute) _W0_ (BayesnModel attribute) _W1_ (BayesnModel attribute) _weights (GivenValueSampler attribute)

A

add_column() (ObsTable method) add_column_mapping() (PZFlowNoiseModel method) add_constant() (DependencyGraph method) add_edge() (DependencyGraph method) add_effect() (BandfluxModel method) (BasePhysicalModel method) (MultiObjectModel method) (SEDModel method) add_effect_parameter() (EffectModel method) add_parameter() (DependencyGraph method) (ParameterizedNode method) add_passband() (PassbandGroup method) AdditiveMultiObjectModel (class in lightcurvelynx.models.multi_object_model) AGN (class in lightcurvelynx.models.agn) all_filters (MultiLightcurveTemplateModel attribute) all_nodes (DependencyGraph attribute), [1] all_params (DependencyGraph attribute), [1] ANGSTROM_TO_CM (in module lightcurvelynx.consts) apply() (EffectModel method) (ExtinctionEffect method) (Microlensing method) (SALT2ColorLaw method) (ScaleFluxEffect method) (WhiteNoise method)

apply_bandflux() (EffectModel method) (Microlensing method) (ScaleFluxEffect method) (WhiteNoise method) apply_noise() (ConstantFluxNoiseModel method) (FiveSigmaDepthNoiseModel method) (FluxNoiseModel method) (GivenNoiseModel method) (in module lightcurvelynx.noise_models.noise_utils) (PoissonFluxNoiseModel method) (PZFlowNoiseModel method) apply_redshift (RedbackWrapperModel attribute) (SEDModel attribute), [1] apply_saturation (SimulationInfo attribute), [1] ApproximateMOCSampler (class in lightcurvelynx.math_nodes.ra_dec_sampler) apt_table (RomanObsTable attribute) arg_names (FunctionNode attribute) args_names (FunctionNode attribute) ArgusHealpixObsTable (class in lightcurvelynx.obstable.argus_obstable) augment_single_lightcurve() (in module lightcurvelynx.utils.post_process_results)

B

backend (BasicMathNode attribute) (ExtinctionEffect attribute), [1] BagleMultiWrapperModel (class in lightcurvelynx.models.bagle_models) BagleWrapperModel (class in lightcurvelynx.models.bagle_models) band_pass_effects (BandfluxModel attribute), [1] bandflux_values (StaticBandfluxModel attribute) BandfluxModel (class in lightcurvelynx.models.physical_model) BaseLightcurveBandTemplateModel (class in lightcurvelynx.models.lightcurve_template_model) baseline (LightcurveBandData attribute) (SEDTemplate attribute) BasePhysicalModel (class in lightcurvelynx.models.physical_model) BasicMathNode (class in lightcurvelynx.math_nodes.basic_math_node) BayesnModel (class in lightcurvelynx.models.bayesn) BicubicAxis (class in lightcurvelynx.utils.bicubic_interp)

BicubicInterpolator (class in lightcurvelynx.utils.bicubic_interp) BilbyPriorNode (class in lightcurvelynx.math_nodes.bilby_priors) bin_width() (Spectrograph method) BinarySampler (class in lightcurvelynx.math_nodes.given_sampler) black_body_luminosity_density_per_solid() (in module lightcurvelynx.astro_utils.black_body) blend_flux_parameter (PyLIMAWrapperModel attribute), [1] build_connected_components() (DependencyGraph method) build_dependency_graph() (ParameterizedNode method) build_moc() (ArgusHealpixObsTable method) (ObsTable method) (SkyMapperObsTable method) build_moc_from_coords() (in module lightcurvelynx.astro_utils.coordinate_utils) build_pytree() (ParameterizedNode method) build_subgraph() (DependencyGraph method) bulk_convert_matrix() (in module lightcurvelynx.astro_utils.unit_utils)

C

calculate_skynoise() (RomanObsTable method) calculate_zp_from_maglim() (in module lightcurvelynx.astro_utils.zeropoint) CatalogRADECSampler (class in lightcurvelynx.math_nodes.ra_dec_sampler) CGS_FNU_UNIT_TO_NJY (in module lightcurvelynx.consts) check_compatibility() (FluxNoiseModel method) clear_detector_footprint() (ObsTable method) coeffs (SALT2ColorLaw attribute), [1] columns (ObsTable property) (PZFlowNode attribute), [1] (TableSampler attribute), [1] compute() (ApproximateMOCSampler method) (BilbyPriorNode method) (BinarySampler method) (FunctionNode method) (GivenValueList method) (GivenValueSampler method) (HostmassX1Func method) (MilkyWayCoordSampler method) (NumericalInversePolynomialFunc method) (NumpyMultivariateNormalFunc method) (NumpyRandomFunc method) (ObsTableRADECSampler method) (ObsTableUniformRADECSampler method) (ParameterizedNode method) (PZFlowNode method) (RandomChoiceNode method) (ScipyRandomDist method) (TableSampler method) (UniformRADEC method) compute_2d_second_derivatives() (BayesnModel method) compute_bandflux() (BagleMultiWrapperModel method) (BagleWrapperModel method) (BandfluxModel method) (EzTaoXWrapperModel method) (LightcurveTemplateModel method) (MultiLightcurveTemplateModel method) (PyLIMAWrapperModel method) (StaticBandfluxModel method) compute_bandflux_with_extrapolation() (BandfluxModel method) compute_blackhole_accretion_rate() (AGN static method) compute_bolometric_luminosity() (AGN static method) compute_critical_accretion_rate() (AGN static method) compute_depths() (DependencyGraph method) compute_ebv() (ConstantHemisphereDustMap method) (DustmapWrapper method) (SFDMap method) compute_flux_error() (PoissonFluxNoiseModel method) (RomanPoissonFluxNoiseModel method) compute_invkd() (BayesnModel method) compute_mag_i() (AGN static method) compute_noise_free_lightcurves() (in module lightcurvelynx.simulate) compute_r_0() (AGN static method)

compute_radius() (DetectorFootprint method) compute_saturation() (ObsTable method) compute_second_derivatives_1d() (BayesnModel method) compute_sed() (AGN method) (BayesnModel method) (ConstantSEDModel method) (GaussianGalaxy method) (GoPreauxModel method) (LightcurveTemplateModel method) (LinearWavelengthModel method) (MultiLightcurveTemplateModel method) (MultiSEDTemplateModel method) (PeriodicModel method) (RedbackWrapperModel method) (SALT2JaxModel method) (SEDBasisModel method) (SEDModel method) (SEDTemplateModel method) (SIMSEDModel method) (SinWaveModel method) (SncosmoWrapperModel method) (StaticSEDModel method) (StepModel method) compute_sed_from_bandfluxes() (SEDBasisModel method) compute_sed_given_lc() (BaseLightcurveBandTemplateModel method) compute_sed_standard_disk() (AGN static method) compute_sed_with_extrapolation() (RedbackWrapperModel method) (SEDModel method) compute_sf_inf_4000aa() (AGN static method) compute_single_noise_free_lightcurve() (in module lightcurvelynx.simulate) compute_sky_region() (DetectorFootprint method) compute_structure_function_at_inf() (AGN static method) compute_system_response_table() (Passband static method) compute_tau() (AGN static method) compute_tau_4000aa() (AGN static method) compute_temp_at_r_0() (AGN static method) concat_results() (in module lightcurvelynx.utils.post_process_results) conditional_cols (PZFlowNode attribute) ConstantFluxNoiseModel (class in lightcurvelynx.noise_models.base_noise_models) ConstantHemisphereDustMap (class in lightcurvelynx.astro_utils.dustmap) ConstantPadding (class in lightcurvelynx.utils.extrapolate) ConstantSEDModel (class in lightcurvelynx.models.basic_models) construct_snia_source() (in module simulate_snia) contains() (DetectorFootprint method) copy() (GraphState method) (ObsTable method) cosmo (DistModFromRedshift attribute) (SNCoordGivenPhysicalSep attribute) cosmology (RedshiftDistFunc attribute) cov (NumpyMultivariateNormalFunc attribute) create_random_opsim() (in module lightcurvelynx.obstable.opsim) create_random_ztf_obs_data() (in module lightcurvelynx.obstable.ztf_obstable)

D

data (ObsTableUniformRADECSampler attribute), [1] (TableSampler attribute) decay_rate (LinearDecayOnMag attribute), [1] decay_width (LinearDecay attribute), [1] dedup_coords() (in module lightcurvelynx.astro_utils.coordinate_utils) delta_wave (Passband attribute), [1] dens() (MilkyWayDensityBase method) (MilkyWayDensityJuric2008 method) dens_halo_to_thin (MilkyWayDensityJuric2008 attribute), [1] dens_thick_to_thin (MilkyWayDensityJuric2008 attribute), [1] density_model (MilkyWayCoordSampler attribute), [1] DependencyGraph (class in lightcurvelynx.graph_state) depth (ApproximateMOCSampler attribute), [1]

deriv_at_max (SALT2ColorLaw attribute) deriv_at_min (SALT2ColorLaw attribute) describe_params() (ParameterizedNode method) DetectorFootprint (class in lightcurvelynx.astro_utils.detector_footprint) dims (NumpyMultivariateNormalFunc attribute) dist_class (ScipyRandomDist attribute), [1] distance (PeriodicVariableStar attribute) DistModFromRedshift (class in lightcurvelynx.astro_utils.snia_utils) download_data_file_if_needed() (in module lightcurvelynx.utils.data_download) draw() (DependencyGraph method) draw_single_random_sn() (in module simulate_snia) DustEBV (class in lightcurvelynx.astro_utils.dustmap) dustmap (SFDMap attribute), [1] DustmapWrapper (class in lightcurvelynx.astro_utils.dustmap)

E

ebv (ExtinctionEffect attribute) EclipsingBinaryStar (class in lightcurvelynx.models.periodic_variable_star) eddington_ratio_dist_fun() (in module lightcurvelynx.astro_utils.agn_utils) effect_name (EffectModel attribute), [1] EffectModel (class in lightcurvelynx.effects.effect_model) ellipticity_halo (MilkyWayDensityJuric2008 attribute), [1] estimate_coverage() (ObsTable method) eval() (BasicMathNode method) evaluate() (SED method) (Spectrograph method) evaluate_2d_cubic_spline() (BayesnModel method) evaluate_bandfluxes() (BasePhysicalModel method) (EzTaoXWrapperModel method) (LightcurveBandData method) evaluate_natural_spline_2d_vectorized() (BayesnModel method)

evaluate_sed() (SEDModel method) (SEDTemplate method) evaluate_spectra() (BandfluxModel method) (BasePhysicalModel method) expand_to_cross_products() (in module lightcurvelynx.utils.bicubic_interp) ExponentialDecay (class in lightcurvelynx.utils.extrapolate) exponents (SALT2ColorLaw attribute) expression (BasicMathNode attribute) extended_param_name() (GraphState static method) ExtinctionEffect (class in lightcurvelynx.effects.extinction) extract_parameters() (GraphState method) extract_single_sample() (GraphState method) extrapolate_time() (FluxExtrapolationModel method) extrapolate_wavelength() (FluxExtrapolationModel method) EzTaoXWrapperModel (class in lightcurvelynx.models.eztaox_models)

F

FakeObsTable (class in lightcurvelynx.obstable.fake_obs_table) filter_idx (EzTaoXWrapperModel attribute) filter_name (Passband attribute), [1] filter_rows() (ObsTable method) filters (LightcurveBandData property) (LightcurveTemplateModel attribute), [1] (MultiLightcurveTemplateModel attribute) (ObsTable attribute), [1] (PassbandGroup property) (PyLIMAWrapperModel attribute), [1] (SEDBasisModel property) find_indices() (BicubicAxis method) FiveSigmaDepthNoiseModel (class in lightcurvelynx.noise_models.base_noise_models) fixed_vars (GraphState attribute), [1] flam_to_fnu() (in module lightcurvelynx.astro_utils.unit_utils) flow (PZFlowNode attribute), [1] flux2mag() (in module lightcurvelynx.astro_utils.mag_flux) Flux2MagNode (class in lightcurvelynx.astro_utils.mag_flux) flux_electron_zeropoint() (in module lightcurvelynx.astro_utils.zeropoint) flux_scale (ScaleFluxEffect attribute) (SIMSEDModel attribute), [1] fluxes (SED attribute), [1] fluxes_to_bandflux() (Passband method) (PassbandGroup method) fluxes_to_bandfluxes() (PassbandGroup method) FluxExtrapolationModel (class in lightcurvelynx.utils.extrapolate) FluxNoiseModel (class in lightcurvelynx.noise_models.base_noise_models) fnu_to_flam() (in module lightcurvelynx.astro_utils.unit_utils) frame (ExtinctionEffect attribute) from_box_approximation() (SEDBasisModel class method) from_ccdvisit_table() (LSSTObsTable class method) from_components() (SEDTemplate class method) from_db() (ObsTable class method) (ZTFObsTable class method) from_dict() (GraphState class method) from_dir() (PassbandGroup class method) (SIMSEDModel class method) from_file() (ApproximateMOCSampler class method) (GraphState class method) (Passband class method) (PZFlowNode class method) (PZFlowNoiseModel class method) (SALT2ColorLaw class method) (SED class method) (SEDTemplate class method) (SEDTemplateModel class method) (StaticSEDModel class method)

from_grid_file() (BicubicInterpolator class method) from_hats() (ObsTableRADECSampler class method) from_lclib_file() (MultiLightcurveTemplateModel class method) from_lclib_table() (LightcurveBandData class method) from_list() (GraphState class method) from_obstable() (ApproximateMOCSampler class method) from_obstable_intersection() (ApproximateMOCSampler class method) from_obstable_union() (ApproximateMOCSampler class method) from_parquet() (ObsTable class method) from_pixel_rect() (DetectorFootprint class method) from_preprocessed_file() (PassbandGroup class method) from_preset() (PassbandGroup class method) from_pyarrow_struct_array() (GraphState class method) from_ra_dec_lists() (ApproximateMOCSampler class method) from_regular_grid() (Spectrograph class method) from_sky_rect() (DetectorFootprint class method) from_sncosmo() (Passband class method) from_sv_visits_table() (LSSTObsTable class method) from_svo() (Passband class method) (PassbandGroup class method) from_synphot() (SED class method) (StaticSEDModel class method) from_table() (GraphState class method) from_url() (OpSim class method) full_name (Passband attribute), [1] func (FunctionNode attribute) func_name (NumpyMultivariateNormalFunc attribute) (NumpyRandomFunc attribute), [1] FunctionNode (class in lightcurvelynx.base_models)

G

GAUSS_EFF_AREA2FWHM_SQ (in module lightcurvelynx.consts) GaussianGalaxy (class in lightcurvelynx.models.galaxy_models) generate() (FunctionNode method) get() (SncosmoWrapperModel method) get_all_params_names() (GraphState method) get_local_params() (ParameterizedNode method) get_node_state() (GraphState method) get_observations() (ObsTable method) get_param() (ParameterizedNode method)

get_parameter_indicator() (ParameterizedNode method) get_time_windows() (in module lightcurvelynx.simulate) get_value_per_row() (ObsTable method) GivenNoiseModel (class in lightcurvelynx.noise_models.base_noise_models) GivenValueList (class in lightcurvelynx.math_nodes.given_sampler) GivenValueSampler (class in lightcurvelynx.math_nodes.given_sampler) GivenValueSelector (class in lightcurvelynx.math_nodes.given_sampler) GoPreauxModel (class in lightcurvelynx.models.gopreaux_models) GraphState (class in lightcurvelynx.graph_state)

H

h_thick_kpc (MilkyWayDensityJuric2008 attribute), [1] h_thin_kpc (MilkyWayDensityJuric2008 attribute), [1] halo_dens() (MilkyWayDensityJuric2008 method) halo_weight (MilkyWayDensityJuric2008 attribute), [1] has_lag (EzTaoXWrapperModel attribute), [1] has_time_bounds (LightcurveBandData attribute), [1] has_valid_param() (ParameterizedNode method)

head() (ObsTable method) healpix_depth (ArgusHealpixObsTable property) healpix_list (ApproximateMOCSampler attribute), [1] healpix_nside (ArgusHealpixObsTable property) hltds_pass_map (in module lightcurvelynx.obstable.roman_obstable) hostmass (HostmassX1Distr attribute), [1] HostmassX1Distr (class in lightcurvelynx.astro_utils.snia_utils) HostmassX1Func (class in lightcurvelynx.astro_utils.snia_utils)

I

in_order (TableSampler attribute), [1] inclination (EclipsingBinaryStar attribute) incoming (DependencyGraph attribute), [1] infer_component_start_time() (RomanObsTable method)

instrument (Spectrograph attribute), [1] interp (SEDTemplate attribute), [1] interpolate_transmission_table() (Passband static method) is_observed() (ObsTable method) is_periodic (SEDTemplate property)

K

kernel (EzTaoXWrapperModel attribute), [1]

kwargs (SimulationInfo attribute), [1]

L

l_thick_kpc (MilkyWayDensityJuric2008 attribute), [1] l_thin_kpc (MilkyWayDensityJuric2008 attribute), [1] LastValue (class in lightcurvelynx.utils.extrapolate) lc_data_t0 (LightcurveBandData attribute), [1] learn_pzflow_noise_model() (in module lightcurvelynx.noise_models.pzflow_noise_model) lightcurve_compute_mag() (in module lightcurvelynx.utils.post_process_results) lightcurve_compute_snr() (in module lightcurvelynx.utils.post_process_results) LightcurveBandData (class in lightcurvelynx.models.lightcurve_template_model) lightcurvelynx module lightcurvelynx.astro_utils module lightcurvelynx.astro_utils.agn_utils module lightcurvelynx.astro_utils.black_body module lightcurvelynx.astro_utils.coordinate_utils module lightcurvelynx.astro_utils.detector_footprint module lightcurvelynx.astro_utils.dustmap module lightcurvelynx.astro_utils.mag_flux module lightcurvelynx.astro_utils.milky_way_density module lightcurvelynx.astro_utils.obs_utils module lightcurvelynx.astro_utils.passbands module lightcurvelynx.astro_utils.pzflow_node module lightcurvelynx.astro_utils.redshift module lightcurvelynx.astro_utils.salt2_color_law module lightcurvelynx.astro_utils.sed module lightcurvelynx.astro_utils.sed_basis_models module lightcurvelynx.astro_utils.snia_utils module lightcurvelynx.astro_utils.spectrograph module lightcurvelynx.astro_utils.unit_utils module lightcurvelynx.astro_utils.zeropoint module lightcurvelynx.base_models module lightcurvelynx.consts module lightcurvelynx.effects module lightcurvelynx.effects.basic_effects module lightcurvelynx.effects.effect_model module lightcurvelynx.effects.extinction module lightcurvelynx.effects.microlensing module lightcurvelynx.effects.white_noise module lightcurvelynx.graph_state module lightcurvelynx.math_nodes module lightcurvelynx.math_nodes.basic_math_node module lightcurvelynx.math_nodes.bilby_priors module lightcurvelynx.math_nodes.given_sampler module lightcurvelynx.math_nodes.np_random module lightcurvelynx.math_nodes.ra_dec_sampler module lightcurvelynx.math_nodes.random_choice module lightcurvelynx.math_nodes.scipy_random module lightcurvelynx.math_nodes.single_value_node module lightcurvelynx.models module lightcurvelynx.models.agn module lightcurvelynx.models.bagle_models module lightcurvelynx.models.basic_models module lightcurvelynx.models.bayesn module lightcurvelynx.models.eztaox_models module lightcurvelynx.models.galaxy_models module lightcurvelynx.models.gopreaux_models module

lightcurvelynx.models.lightcurve_template_model module lightcurvelynx.models.multi_object_model module lightcurvelynx.models.periodic_model module lightcurvelynx.models.periodic_variable_star module lightcurvelynx.models.physical_model module lightcurvelynx.models.pylima_models module lightcurvelynx.models.redback_models module lightcurvelynx.models.salt2_jax module lightcurvelynx.models.sed_template_model module lightcurvelynx.models.sncosmo_models module lightcurvelynx.models.snia_host module lightcurvelynx.models.static_sed_model module lightcurvelynx.noise_models module lightcurvelynx.noise_models.base_noise_models module lightcurvelynx.noise_models.noise_utils module lightcurvelynx.noise_models.pzflow_noise_model module lightcurvelynx.obstable module lightcurvelynx.obstable.argus_obstable module lightcurvelynx.obstable.fake_obs_table module lightcurvelynx.obstable.lsst_obstable module lightcurvelynx.obstable.obs_table module lightcurvelynx.obstable.opsim module lightcurvelynx.obstable.roman_obstable module lightcurvelynx.obstable.skymapper_obstable module lightcurvelynx.obstable.spectrograph_table module lightcurvelynx.obstable.ztf_obstable module lightcurvelynx.simulate module lightcurvelynx.survey_info module lightcurvelynx.utils module lightcurvelynx.utils.bicubic_interp module lightcurvelynx.utils.data_download module lightcurvelynx.utils.extrapolate module lightcurvelynx.utils.io_utils module lightcurvelynx.utils.plotting module lightcurvelynx.utils.post_process_results module lightcurves (LightcurveBandData attribute) (LightcurveTemplateModel attribute) (MultiLightcurveTemplateModel attribute), [1] LightcurveTemplateModel (class in lightcurvelynx.models.lightcurve_template_model) LinearDecay (class in lightcurvelynx.utils.extrapolate) LinearDecayOnMag (class in lightcurvelynx.utils.extrapolate) LinearFit (class in lightcurvelynx.utils.extrapolate) LinearFitOnMag (class in lightcurvelynx.utils.extrapolate) LinearWavelengthModel (class in lightcurvelynx.models.basic_models) list_effects() (BandfluxModel method) (SEDModel method) list_functions() (BasicMathNode static method) list_params() (ParameterizedNode method) load_and_register_passband() (in module simulate_snia) load_from_fits() (GoPreauxModel class method) load_transmission_table() (Passband static method) logger (in module lightcurvelynx.astro_utils.passbands) (in module lightcurvelynx.models.lightcurve_template_model) (in module lightcurvelynx.models.sed_template_model) (in module lightcurvelynx.obstable.fake_obs_table) (in module lightcurvelynx.obstable.lsst_obstable) (in module lightcurvelynx.obstable.obs_table) (in module lightcurvelynx.simulate) (in module lightcurvelynx.survey_info) (in module lightcurvelynx.utils.data_download) (in module simulate_snia) logpdf (LogPDFFunctionWrapper attribute) LogPDFFunctionWrapper (class in lightcurvelynx.math_nodes.scipy_random) lsst_filter_plot_colors (in module lightcurvelynx.consts) LSSTCAM_PIXEL_SCALE (in module lightcurvelynx.obstable.lsst_obstable) LSSTObsTable (class in lightcurvelynx.obstable.lsst_obstable)

M

M_SUN_G (in module lightcurvelynx.consts) ma_table (RomanObsTable attribute) mag2flux() (in module lightcurvelynx.astro_utils.mag_flux) Mag2FluxNode (class in lightcurvelynx.astro_utils.mag_flux) MAG_AB_ZP_NJY (in module lightcurvelynx.astro_utils.mag_flux) mag_thres (LinearDecayOnMag attribute), [1] magnitude_electron_zeropoint() (in module lightcurvelynx.astro_utils.zeropoint) major_semiaxis (EclipsingBinaryStar attribute) make_pylima_event() (PyLIMAWrapperModel method) make_resampled_table() (ObsTable method) mask_by_filter() (PassbandGroup method) max_iterations (ObsTableUniformRADECSampler attribute), [1] max_times (LightcurveBandData attribute), [1] max_val (BicubicAxis attribute), [1] max_wave (LinearWavelengthModel attribute), [1] maxphase() (BasePhysicalModel method) (BayesnModel method) (GoPreauxModel method) (LightcurveTemplateModel method) (MultiLightcurveTemplateModel method) (RedbackWrapperModel method) (SALT2JaxModel method) (SncosmoWrapperModel method) maxwave() (AdditiveMultiObjectModel method) (BasePhysicalModel method) (GoPreauxModel method) (LinearWavelengthModel method) (RandomMultiObjectModel method) (RedbackWrapperModel method) (SED method) (SncosmoWrapperModel method) (StaticSEDModel method) mean (NumpyMultivariateNormalFunc attribute) Microlensing (class in lightcurvelynx.effects.microlensing) MilkyWayCoordSampler (class in lightcurvelynx.math_nodes.ra_dec_sampler) MilkyWayDensityBase (class in lightcurvelynx.astro_utils.milky_way_density) MilkyWayDensityJuric2008 (class in lightcurvelynx.astro_utils.milky_way_density) min_times (LightcurveBandData attribute), [1] min_val (BicubicAxis attribute), [1] min_wave (LinearWavelengthModel attribute), [1] minphase() (BasePhysicalModel method) (BayesnModel method) (GoPreauxModel method) (LightcurveTemplateModel method) (MultiLightcurveTemplateModel method) (RedbackWrapperModel method) (SALT2JaxModel method) (SncosmoWrapperModel method) minwave() (AdditiveMultiObjectModel method) (BasePhysicalModel method) (GoPreauxModel method) (LinearWavelengthModel method) (RandomMultiObjectModel method) (RedbackWrapperModel method) (SED method) (SncosmoWrapperModel method) (StaticSEDModel method) MJD_TO_JD_OFFSET (in module lightcurvelynx.consts) model (GoPreauxModel attribute), [1] (SimulationInfo attribute), [1] model_name (ExtinctionEffect attribute), [1] module lightcurvelynx lightcurvelynx.astro_utils lightcurvelynx.astro_utils.agn_utils lightcurvelynx.astro_utils.black_body lightcurvelynx.astro_utils.coordinate_utils lightcurvelynx.astro_utils.detector_footprint lightcurvelynx.astro_utils.dustmap lightcurvelynx.astro_utils.mag_flux lightcurvelynx.astro_utils.milky_way_density lightcurvelynx.astro_utils.obs_utils lightcurvelynx.astro_utils.passbands lightcurvelynx.astro_utils.pzflow_node lightcurvelynx.astro_utils.redshift lightcurvelynx.astro_utils.salt2_color_law lightcurvelynx.astro_utils.sed lightcurvelynx.astro_utils.sed_basis_models lightcurvelynx.astro_utils.snia_utils lightcurvelynx.astro_utils.spectrograph lightcurvelynx.astro_utils.unit_utils lightcurvelynx.astro_utils.zeropoint lightcurvelynx.base_models lightcurvelynx.consts lightcurvelynx.effects lightcurvelynx.effects.basic_effects lightcurvelynx.effects.effect_model lightcurvelynx.effects.extinction lightcurvelynx.effects.microlensing lightcurvelynx.effects.white_noise lightcurvelynx.graph_state lightcurvelynx.math_nodes lightcurvelynx.math_nodes.basic_math_node lightcurvelynx.math_nodes.bilby_priors lightcurvelynx.math_nodes.given_sampler lightcurvelynx.math_nodes.np_random lightcurvelynx.math_nodes.ra_dec_sampler lightcurvelynx.math_nodes.random_choice lightcurvelynx.math_nodes.scipy_random lightcurvelynx.math_nodes.single_value_node lightcurvelynx.models lightcurvelynx.models.agn lightcurvelynx.models.bagle_models lightcurvelynx.models.basic_models lightcurvelynx.models.bayesn lightcurvelynx.models.eztaox_models lightcurvelynx.models.galaxy_models lightcurvelynx.models.gopreaux_models lightcurvelynx.models.lightcurve_template_model lightcurvelynx.models.multi_object_model lightcurvelynx.models.periodic_model lightcurvelynx.models.periodic_variable_star lightcurvelynx.models.physical_model lightcurvelynx.models.pylima_models lightcurvelynx.models.redback_models lightcurvelynx.models.salt2_jax lightcurvelynx.models.sed_template_model lightcurvelynx.models.sncosmo_models lightcurvelynx.models.snia_host lightcurvelynx.models.static_sed_model lightcurvelynx.noise_models lightcurvelynx.noise_models.base_noise_models lightcurvelynx.noise_models.noise_utils lightcurvelynx.noise_models.pzflow_noise_model lightcurvelynx.obstable lightcurvelynx.obstable.argus_obstable lightcurvelynx.obstable.fake_obs_table lightcurvelynx.obstable.lsst_obstable lightcurvelynx.obstable.obs_table lightcurvelynx.obstable.opsim lightcurvelynx.obstable.roman_obstable lightcurvelynx.obstable.skymapper_obstable lightcurvelynx.obstable.spectrograph_table lightcurvelynx.obstable.ztf_obstable lightcurvelynx.simulate lightcurvelynx.survey_info lightcurvelynx.utils lightcurvelynx.utils.bicubic_interp lightcurvelynx.utils.data_download lightcurvelynx.utils.extrapolate lightcurvelynx.utils.io_utils lightcurvelynx.utils.plotting lightcurvelynx.utils.post_process_results simulate_snia

MultiLightcurveTemplateModel (class in lightcurvelynx.models.lightcurve_template_model) MultiObjectModel (class in lightcurvelynx.models.multi_object_model) MultiSEDTemplateModel (class in lightcurvelynx.models.sed_template_model)

N

n_grid (MilkyWayDensityBase attribute), [1] natural_cubic_spline_basis_matrix_from_invkd() (BayesnModel method) nbin (LinearFit attribute) (LinearFitOnMag attribute) next_ind (GivenValueList attribute), [1] nfit (FluxExtrapolationModel attribute), [1] (LinearFit attribute) (LinearFitOnMag attribute) node_label (ParameterizedNode attribute), [1] node_pos (ParameterizedNode attribute), [1] node_string (ParameterizedNode attribute), [1] noise_level (ConstantFluxNoiseModel attribute), [1] noise_model (SurveyInfo attribute), [1] normalized_system_response (Passband attribute) north_ebv (ConstantHemisphereDustMap attribute), [1]

num_constants (DependencyGraph attribute), [1] num_filters (EzTaoXWrapperModel attribute), [1] num_kernel_params (EzTaoXWrapperModel attribute), [1] num_models (BagleMultiWrapperModel attribute), [1] num_objects (AdditiveMultiObjectModel attribute) (MultiObjectModel attribute), [1] (RandomMultiObjectModel attribute) num_parameters (GraphState attribute), [1] num_samples (GraphState attribute), [1] (SimulationInfo attribute), [1] num_snia_per_redshift_bin() (in module lightcurvelynx.astro_utils.snia_utils) num_vals (BicubicAxis attribute), [1] num_values (TableSampler attribute) NumericalInversePolynomialFunc (class in lightcurvelynx.math_nodes.scipy_random) NumpyMultivariateNormalFunc (class in lightcurvelynx.math_nodes.np_random) NumpyRandomFunc (class in lightcurvelynx.math_nodes.np_random)

O

object_map (RandomMultiObjectModel attribute), [1] objects (AdditiveMultiObjectModel attribute) (MultiObjectModel attribute), [1] obs_frame_effects (SEDModel attribute), [1] obs_time_window_offset (SimulationInfo attribute), [1] obs_to_rest_times_waves() (in module lightcurvelynx.astro_utils.redshift) observer_location (PyLIMAWrapperModel attribute), [1] ObsTable (class in lightcurvelynx.obstable.obs_table) obstable (SurveyInfo attribute), [1]

obstable_save_cols (SimulationInfo attribute), [1] ObsTableRADECSampler (class in lightcurvelynx.math_nodes.ra_dec_sampler) ObsTableUniformRADECSampler (class in lightcurvelynx.math_nodes.ra_dec_sampler) OpSim (class in lightcurvelynx.obstable.opsim) opsim_add_random_data() (in module lightcurvelynx.obstable.opsim) out_of_bounds() (BicubicAxis method) outgoing (DependencyGraph attribute), [1] output_file_path (SimulationInfo attribute), [1] outputs (FunctionNode attribute), [1] oversample_opsim() (in module lightcurvelynx.obstable.opsim)

P

parallax_model (PyLIMAWrapperModel attribute), [1] param_cols (SimulationInfo attribute), [1] param_names (RedbackWrapperModel property) (SncosmoWrapperModel property) parameter_dicts (BagleMultiWrapperModel attribute), [1] parameter_names (BagleWrapperModel property) parameter_values (SncosmoWrapperModel property) ParameterizedNode (class in lightcurvelynx.base_models) parameters (EffectModel attribute), [1] params_names (ScipyRandomDist attribute), [1] PARSEC_TO_CM (in module lightcurvelynx.consts) pass_map (RomanObsTable attribute) Passband (class in lightcurvelynx.astro_utils.passbands) PassbandGroup (class in lightcurvelynx.astro_utils.passbands) passbands (PassbandGroup attribute), [1] (SurveyInfo attribute), [1] pdf (PDFFunctionWrapper attribute) pdf() (HostmassX1Distr method) PDFFunctionWrapper (class in lightcurvelynx.math_nodes.scipy_random) period (EclipsingBinaryStar attribute) (LightcurveBandData attribute), [1] (PeriodicVariableStar attribute) (SEDTemplate attribute) PeriodicModel (class in lightcurvelynx.models.periodic_model) PeriodicVariableStar (class in lightcurvelynx.models.periodic_variable_star) phot_eff_function() (in module lightcurvelynx.astro_utils.obs_utils) plot() (DetectorFootprint method) (Passband method) (PassbandGroup method) (SED method) (SEDBasisModel method)

plot_bandflux_lightcurves() (in module lightcurvelynx.utils.plotting) plot_flux_spectrogram() (in module lightcurvelynx.utils.plotting) plot_footprint() (ApproximateMOCSampler method) (ObsTable method) plot_lightcurves() (in module lightcurvelynx.utils.plotting) (LightcurveBandData method) (LightcurveTemplateModel method) plot_moc() (in module lightcurvelynx.utils.plotting) plot_sed_basis() (BaseLightcurveBandTemplateModel method) poisson_bandflux_std() (in module lightcurvelynx.noise_models.noise_utils) PoissonFluxNoiseModel (class in lightcurvelynx.noise_models.base_noise_models) power_order_halo (MilkyWayDensityJuric2008 attribute), [1] primary_radius (EclipsingBinaryStar attribute) primary_temperature (EclipsingBinaryStar attribute) prior (BilbyPriorNode attribute), [1] probability (BinarySampler attribute), [1] process_transmission_table() (Passband method) process_transmission_tables() (PassbandGroup method) progress_bar (SimulationInfo attribute), [1] psf_table (RomanObsTable attribute) PyLIMAWrapperModel (class in lightcurvelynx.models.pylima_models) PZFlowNode (class in lightcurvelynx.astro_utils.pzflow_node) PZFlowNoiseModel (class in lightcurvelynx.noise_models.pzflow_noise_model)

Q

query() (ConstantHemisphereDustMap method)

query_fn (DustEBV attribute)

R

r_v (ExtinctionEffect attribute), [1] ra_dec_to_cartesian() (in module lightcurvelynx.astro_utils.coordinate_utils) radius (ObsTable property) (ObsTableRADECSampler attribute) (ObsTableUniformRADECSampler attribute), [1] RandomChoiceNode (class in lightcurvelynx.math_nodes.random_choice) RandomMultiObjectModel (class in lightcurvelynx.models.multi_object_model) range_search() (ArgusHealpixObsTable method) (ObsTable method) rate (ExponentialDecay attribute), [1] read_grid_data() (in module lightcurvelynx.utils.io_utils) read_lclib_data() (in module lightcurvelynx.utils.io_utils) read_numpy_data() (in module lightcurvelynx.utils.io_utils) read_sqlite_table() (in module lightcurvelynx.utils.io_utils) readnoise_func() (RomanObsTable method) RedbackWrapperModel (class in lightcurvelynx.models.redback_models) redshift_to_distance() (in module lightcurvelynx.astro_utils.redshift) RedshiftDistFunc (class in lightcurvelynx.astro_utils.redshift) region (DetectorFootprint attribute), [1] regular_steps (BicubicAxis attribute) required_values (FluxNoiseModel property)

reset() (GivenValueList method) (TableSampler method) rest_frame (EffectModel attribute), [1] rest_frame_effects (SEDModel attribute), [1] rest_time_window_offset (SimulationInfo attribute), [1] rest_to_obs_flux() (in module lightcurvelynx.astro_utils.redshift) results_append_obstable_data() (in module lightcurvelynx.utils.post_process_results) results_append_param_as_col() (in module lightcurvelynx.utils.post_process_results) results_augment_lightcurves() (in module lightcurvelynx.utils.post_process_results) results_drop_empty() (in module lightcurvelynx.utils.post_process_results) results_use_full_filter_names() (in module lightcurvelynx.utils.post_process_results) rho_max_kpc (MilkyWayDensityBase attribute), [1] (MilkyWayDensityJuric2008 attribute) rho_min_kpc (MilkyWayDensityBase attribute), [1] (MilkyWayDensityJuric2008 attribute) rng (SimulationInfo attribute), [1] ROMAN_PIXEL_SCALE (in module lightcurvelynx.obstable.roman_obstable) RomanObsTable (class in lightcurvelynx.obstable.roman_obstable) RomanPoissonFluxNoiseModel (class in lightcurvelynx.obstable.roman_obstable) rotate_to_center() (DetectorFootprint static method) run_snia_end2end() (in module simulate_snia)

S

safe_get_survey_value() (ObsTable method) SALT2ColorLaw (class in lightcurvelynx.astro_utils.salt2_color_law) SALT2JaxModel (class in lightcurvelynx.models.salt2_jax) sample_damped_random_walk() (in module lightcurvelynx.models.agn) sample_galactic_cylindrical() (MilkyWayDensityBase method) sample_icrs() (MilkyWayDensityBase method) sample_idx (GraphState attribute), [1] sample_offset (GraphState attribute), [1] (SimulationInfo attribute), [1] sample_parameters() (MultiObjectModel method) (ParameterizedNode method) sample_size (NumpyMultivariateNormalFunc attribute) (NumpyRandomFunc attribute) (ScipyRandomDist attribute) SampleLogPDF (class in lightcurvelynx.math_nodes.scipy_random) SamplePDF (class in lightcurvelynx.math_nodes.scipy_random) sampler (BagleMultiWrapperModel attribute) save_full_filter_names (SimulationInfo attribute), [1] save_to_file() (GraphState method) (PZFlowNoiseModel method) scale (Spectrograph attribute), [1] scaled_wave_max (SALT2ColorLaw attribute), [1] scaled_wave_min (SALT2ColorLaw attribute), [1] ScaleFluxEffect (class in lightcurvelynx.effects.basic_effects) ScipyRandomDist (class in lightcurvelynx.math_nodes.scipy_random) secondary_radius (EclipsingBinaryStar attribute) secondary_temperature (EclipsingBinaryStar attribute) SED (class in lightcurvelynx.astro_utils.sed) sed_basis (BaseLightcurveBandTemplateModel attribute) sed_values (LightcurveTemplateModel attribute) (MultiLightcurveTemplateModel attribute) (SEDBasisModel attribute), [1] (StaticSEDModel attribute) SEDBasisModel (class in lightcurvelynx.astro_utils.sed_basis_models) SEDModel (class in lightcurvelynx.models.physical_model) SEDTemplate (class in lightcurvelynx.models.sed_template_model) SEDTemplateModel (class in lightcurvelynx.models.sed_template_model) set() (GraphState method) (SncosmoWrapperModel method) set_allow_gradient() (ParameterizedNode method) set_apply_redshift() (BandfluxModel method) (MultiObjectModel method) (SEDModel method) set_detector_footprint() (ArgusHealpixObsTable method) (ObsTable method) set_graph_positions() (MultiObjectModel method) (ParameterizedNode method) set_parameter() (ParameterizedNode method) set_seed() (BilbyPriorNode method) (NumericalInversePolynomialFunc method) (NumpyMultivariateNormalFunc method) (NumpyRandomFunc method) (ScipyRandomDist method)

setters (ParameterizedNode attribute), [1] SFDMap (class in lightcurvelynx.astro_utils.dustmap) SIMSEDModel (class in lightcurvelynx.models.sed_template_model) simulate_lightcurves() (in module lightcurvelynx.simulate) simulate_snia module SimulationInfo (class in lightcurvelynx.simulate) SingleVariableNode (class in lightcurvelynx.math_nodes.single_value_node) SinWaveModel (class in lightcurvelynx.models.basic_models) sky_bg_adu_to_electrons() (in module lightcurvelynx.astro_utils.zeropoint) sky_to_pixel() (DetectorFootprint method) SKYMAPPER_PIXEL_SCALE (in module lightcurvelynx.obstable.skymapper_obstable) SkyMapperObsTable (class in lightcurvelynx.obstable.skymapper_obstable) SNCoordGivenPhysicalSep (class in lightcurvelynx.astro_utils.snia_utils) SncosmoWrapperModel (class in lightcurvelynx.models.sncosmo_models) snia_volumetric_rates() (in module lightcurvelynx.astro_utils.snia_utils) SNIaHost (class in lightcurvelynx.models.snia_host) source (RedbackWrapperModel attribute) (SncosmoWrapperModel attribute), [1] source_name (RedbackWrapperModel attribute) (SncosmoWrapperModel attribute), [1] source_param_names (RedbackWrapperModel attribute), [1] (SncosmoWrapperModel attribute), [1] south_ebv (ConstantHemisphereDustMap attribute), [1] spec_eff_function() (in module lightcurvelynx.astro_utils.obs_utils) Spectrograph (class in lightcurvelynx.astro_utils.spectrograph) SpectrographObsTable (class in lightcurvelynx.obstable.spectrograph_table) split() (SimulationInfo method) SquashLogging (class in lightcurvelynx.utils.io_utils) SquashOutput (class in lightcurvelynx.utils.io_utils) stateful (GivenValueList attribute) states (GraphState attribute), [1] StaticBandfluxModel (class in lightcurvelynx.models.static_sed_model) StaticSEDModel (class in lightcurvelynx.models.static_sed_model) step_size (BicubicAxis attribute) StepModel (class in lightcurvelynx.models.basic_models) sun_rho_kpc (MilkyWayDensityBase attribute), [1] (MilkyWayDensityJuric2008 attribute), [1] sun_z_kpc (MilkyWayDensityBase attribute), [1] (MilkyWayDensityJuric2008 attribute), [1] survey (Passband attribute), [1] survey_info (SimulationInfo attribute), [1] survey_name (SurveyInfo attribute), [1] survey_values (ObsTable attribute), [1] SurveyInfo (class in lightcurvelynx.survey_info)

T

t0 (PeriodicVariableStar attribute) table_dir (PassbandGroup attribute) TableSampler (class in lightcurvelynx.math_nodes.given_sampler) template (SEDTemplateModel attribute) templates (MultiSEDTemplateModel attribute), [1] (SIMSEDModel attribute) thermal_table (RomanObsTable attribute) thick_disk_dens() (MilkyWayDensityJuric2008 method) thick_disk_weight (MilkyWayDensityJuric2008 attribute), [1] thin_disk_dens() (MilkyWayDensityJuric2008 method) thin_disk_weight (MilkyWayDensityJuric2008 attribute), [1] time_bounds() (ObsTable method)

time_frame_offset (PyLIMAWrapperModel attribute), [1] times (SEDTemplate attribute), [1] (SEDTemplateModel property) to_dict() (GraphState method) to_file() (PassbandGroup method) (SED method) to_networkx() (DependencyGraph method) to_pyarrow_struct_array() (GraphState method) to_table() (GraphState method) transmission_table (Passband attribute), [1] transpose_dict_of_list() (in module lightcurvelynx.graph_state) trim_transmission_by_quantile() (Passband static method)

U

UniformRADEC (class in lightcurvelynx.math_nodes.ra_dec_sampler) update() (GraphState method)

update_time() (RomanObsTable method) use_degrees (UniformRADEC attribute), [1] uses_footprint() (ObsTable method)

V

validate (SurveyInfo attribute) value (ConstantPadding attribute), [1] value_at_max (SALT2ColorLaw attribute), [1] value_at_min (SALT2ColorLaw attribute), [1]

values (BicubicAxis attribute), [1] (GivenValueList attribute), [1] (GivenValueSampler attribute), [1] (GivenValueSelector attribute) VBM (Microlensing attribute), [1]

W

wave_bounds() (PassbandGroup method) (Spectrograph method) wave_max (Spectrograph attribute), [1] wave_min (Spectrograph attribute), [1] wavelengths (SED attribute), [1] (SEDBasisModel attribute), [1] (SEDTemplate attribute) (SEDTemplateModel property) waves (Passband attribute) (PassbandGroup attribute) (Spectrograph attribute), [1]

wcs (DetectorFootprint attribute), [1] weights (AdditiveMultiObjectModel attribute) white_noise_sigma (WhiteNoise attribute) WhiteNoise (class in lightcurvelynx.effects.white_noise) write_db() (ObsTable method) write_numpy_data() (in module lightcurvelynx.utils.io_utils) write_parquet() (ObsTable method) write_results_as_hats() (in module lightcurvelynx.utils.io_utils)

X

X0FromDistMod (class in lightcurvelynx.astro_utils.snia_utils)

x_vals (BicubicInterpolator attribute), [1]

Y

y_vals (BicubicInterpolator attribute), [1]

Z

z_max_kpc (MilkyWayDensityBase attribute), [1] (MilkyWayDensityJuric2008 attribute) z_min_kpc (MilkyWayDensityBase attribute), [1] (MilkyWayDensityJuric2008 attribute) z_vals (BicubicInterpolator attribute), [1]

zero_mean (EzTaoXWrapperModel attribute), [1] ZeroPadding (class in lightcurvelynx.utils.extrapolate) zodiacal_table (RomanObsTable attribute) zp_table (RomanObsTable attribute) ZTFCAM_PIXEL_SCALE (in module lightcurvelynx.obstable.ztf_obstable) ZTFObsTable (class in lightcurvelynx.obstable.ztf_obstable)