Index

_

__call__() (Base1DBSplineModel method) (BasisSpline method) (BSpline method) (BSplineChiEffective method) (BSplineChiPrecess method) (BSplineDistribution method) (BSplineEffectiveSpinDims method) (BSplineIIDComponentMasses method) (BSplineIIDSpinMagnitudes method) (BSplineIIDSpinTilts method) (BSplineIndependentComponentMasses method) (BSplineIndependentSpinMagnitudes method) (BSplineIndependentSpinTilts method) (BSplineMass method) (BSplinePrimaryBSplineRatio method) (BSplinePrimaryPowerlawRatio method) (BSplineRatio method) (BSplineRedshift method) (BSplineSpinMagnitude method) (BSplineSpinTilt method) (BSplineSymmetricChiEffective method) (Cosine method) (LogXBSpline method) (LogXLogYBSpline method) (LogYBSpline method) (NaturalCubicUnivariateSpline method) (PLPeakPrimaryBSplineRatio method) (Powerlaw method) (PowerlawBasisSplinePrimaryPowerlawRatio method) (PowerlawBasisSplinePrimaryRatio method) (PowerlawRedshift method) (PowerlawRedshiftModel method) (PowerlawSmoothedPowerlaw method) (PowerlawSplineRedshiftModel method) (PSplineCoeficientPrior method) (Sine method) __init__() (Base1DBSplineModel method) (BasisSpline method) (BSpline method) (BSplineChiEffective method) (BSplineChiPrecess method) (BSplineDistribution method) (BSplineEffectiveSpinDims method) (BSplineIIDComponentMasses method) (BSplineIIDSpinMagnitudes method) (BSplineIIDSpinTilts method) (BSplineIndependentComponentMasses method) (BSplineIndependentSpinMagnitudes method) (BSplineIndependentSpinTilts method) (BSplineMass method) (BSplinePrimaryBSplineRatio method) (BSplinePrimaryPowerlawRatio method) (BSplineRatio method) (BSplineRedshift method) (BSplineSpinMagnitude method) (BSplineSpinTilt method) (BSplineSymmetricChiEffective method) (ConfigReader method) (Cosine method) (Cosmology method) (LogXBSpline method) (LogXLogYBSpline method) (LogYBSpline method) (NaturalCubicUnivariateSpline method) (PLPeakPrimaryBSplineRatio method) (PopMixtureModel method) (PopModel method) (PopPrior method) (Powerlaw method) (PowerlawBasisSplinePrimaryPowerlawRatio method) (PowerlawBasisSplinePrimaryRatio method) (PowerlawRedshift method) (PowerlawRedshiftModel method) (PowerlawSmoothedPowerlaw method) (PowerlawSplineRedshiftModel method) (PSplineCoeficientPrior method) (RectBivariateBasisSpline method) (Sine method)

__init_subclass__() (BSplineDistribution class method) (Cosine class method) (Powerlaw class method) (PowerlawRedshift class method) (PowerlawSmoothedPowerlaw class method) (PSplineCoeficientPrior class method) (Sine class method) __repr__() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method)

A

alpha_beta_from_mu_var() (in module gwinferno.preprocess.conversions)

append_prior_to_processed_catalog() (in module gwinferno.preprocess.data_collection) apply_difference_prior() (in module gwinferno.models.bsplines.smoothing)

B

Base1DBSplineModel (class in gwinferno.models.bsplines.single) bases() (BasisSpline method) (BSpline method) (LogXBSpline method) (LogXLogYBSpline method) (LogYBSpline method) (RectBivariateBasisSpline method) BasisSpline (class in gwinferno.interpolation) batch_shape (BSplineDistribution property) (Cosine property) (Powerlaw property) (PowerlawRedshift property) (PowerlawSmoothedPowerlaw property) (PSplineCoeficientPrior property) (Sine property) beta_spin_magnitude() (in module gwinferno.models.parametric.parametric) betadist() (in module gwinferno.distributions) BSpline (class in gwinferno.interpolation) bspline_mass_prior() (in module gwinferno.pipeline.utils)

bspline_redshift_prior() (in module gwinferno.pipeline.utils) bspline_spin_prior() (in module gwinferno.pipeline.utils) BSplineChiEffective (class in gwinferno.models.bsplines.single) BSplineChiPrecess (class in gwinferno.models.bsplines.single) BSplineDistribution (class in gwinferno.numpyro_distributions) BSplineEffectiveSpinDims (class in gwinferno.models.bsplines.separable) BSplineIIDComponentMasses (class in gwinferno.models.bsplines.separable) BSplineIIDSpinMagnitudes (class in gwinferno.models.bsplines.separable) BSplineIIDSpinTilts (class in gwinferno.models.bsplines.separable) BSplineIndependentComponentMasses (class in gwinferno.models.bsplines.separable) BSplineIndependentSpinMagnitudes (class in gwinferno.models.bsplines.separable) BSplineIndependentSpinTilts (class in gwinferno.models.bsplines.separable) BSplineMass (class in gwinferno.models.bsplines.single) BSplinePrimaryBSplineRatio (class in gwinferno.models.bsplines.separable) BSplinePrimaryPowerlawRatio (class in gwinferno.models.bsplines.separable) BSplineRatio (class in gwinferno.models.bsplines.single) BSplineRedshift (class in gwinferno.models.bsplines.single) BSplineSpinMagnitude (class in gwinferno.models.bsplines.single) BSplineSpinTilt (class in gwinferno.models.bsplines.single) BSplineSymmetricChiEffective (class in gwinferno.models.bsplines.single)

C

calculate_beta_spin_mag() (in module gwinferno.postprocess.calculations) calculate_bspline_mass_ppds() (in module gwinferno.postprocess.calculations) calculate_bspline_spin_ppds() (in module gwinferno.postprocess.calculations) calculate_mixture_iso_aligned_spin_tilt() (in module gwinferno.postprocess.calculations) calculate_peak_logm1_bspline_q_ppds() (in module gwinferno.postprocess.calculations) calculate_powerlaw_peak_mass_ppds() (in module gwinferno.postprocess.calculations) calculate_powerlaw_rate_of_z_ppds() (in module gwinferno.postprocess.calculations) calculate_powerlaw_spline_rate_of_z_ppds() (in module gwinferno.postprocess.calculations) cdf() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method)

chi_effective_prior_from_aligned_spins() (in module gwinferno.preprocess.priors) chi_effective_prior_from_isotropic_spins() (in module gwinferno.preprocess.priors) chi_p_prior_from_isotropic_spins() (in module gwinferno.preprocess.priors) chi_p_prior_given_chi_eff_q() (in module gwinferno.preprocess.priors) chieff_from_q_component_spins() (in module gwinferno.preprocess.conversions) chip_from_q_component_spins() (in module gwinferno.preprocess.conversions) ConfigReader (class in gwinferno.pipeline.parser) construct_hierarchical_model() (in module gwinferno.pipeline.analysis) convert_component_spins_to_chieff() (in module gwinferno.preprocess.data_collection) Cosine (class in gwinferno.numpyro_distributions) Cosmology (class in gwinferno.cosmology) cumtrapz() (in module gwinferno.numpyro_distributions)

D

dDcdz() (Cosmology method) default_spin_tilt() (in module gwinferno.models.parametric.parametric) detection_efficiency() (in module gwinferno.pipeline.analysis)

Di() (in module gwinferno.preprocess.priors) DL2z() (Cosmology method) dl_2_prior_on_z() (in module gwinferno.preprocess.data_collection) dVcdz() (Cosmology method)

E

entropy() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method) enumerate_support() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method) eval() (BasisSpline method) (BSpline method) (LogXBSpline method) (LogXLogYBSpline method) (LogYBSpline method) eval_spline() (Base1DBSplineModel method) (BSplineChiEffective method) (BSplineChiPrecess method) (BSplineMass method) (BSplineRatio method) (BSplineRedshift method) (BSplineSpinMagnitude method) (BSplineSpinTilt method) (BSplineSymmetricChiEffective method)

event_dim (BSplineDistribution property) (Cosine property) (Powerlaw property) (PowerlawRedshift property) (PowerlawSmoothedPowerlaw property) (PSplineCoeficientPrior property) (Sine property) event_shape (BSplineDistribution property) (Cosine property) (Powerlaw property) (PowerlawRedshift property) (PowerlawSmoothedPowerlaw property) (PSplineCoeficientPrior property) (Sine property) expand() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method) expand_by() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method) extend() (Cosmology method)

F

find_map() (in module gwinferno.pipeline.analysis)

G

get_args() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method) get_coefficients() (BasisSpline method) (BSpline method) (LogXBSpline method) (LogXLogYBSpline method) (LogYBSpline method) get_o3_cumulative_injection_dict() (in module gwinferno.preprocess.selection) get_o4a_cumulative_injection_dict() (in module gwinferno.preprocess.selection) gwinferno module gwinferno.cosmology module gwinferno.distributions module gwinferno.interpolation module gwinferno.models module gwinferno.models.bsplines module gwinferno.models.bsplines.separable module gwinferno.models.bsplines.single module gwinferno.models.bsplines.smoothing module

gwinferno.models.parametric module gwinferno.models.parametric.parametric module gwinferno.models.spline_perturbation module gwinferno.numpyro_distributions module gwinferno.pipeline module gwinferno.pipeline.analysis module gwinferno.pipeline.parser module gwinferno.pipeline.utils module gwinferno.postprocess module gwinferno.postprocess.calculations module gwinferno.postprocess.plot module gwinferno.preprocess module gwinferno.preprocess.conversions module gwinferno.preprocess.data_collection module gwinferno.preprocess.priors module gwinferno.preprocess.selection module

H

hierarchical_likelihood() (in module gwinferno.pipeline.analysis)

I

icdf() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method) iid_spin_magnitude() (in module gwinferno.models.parametric.parametric) iid_spin_tilt() (in module gwinferno.models.parametric.parametric) independent_spin_magnitude_beta_dist() (in module gwinferno.models.parametric.parametric) independent_spin_tilt() (in module gwinferno.models.parametric.parametric) infer_shapes() (BSplineDistribution class method) (Cosine class method) (Powerlaw class method) (PowerlawRedshift class method) (PowerlawSmoothedPowerlaw class method) (PSplineCoeficientPrior class method) (Sine class method)

inj_pdf() (Base1DBSplineModel method) (BSplineChiEffective method) (BSplineChiPrecess method) (BSplineMass method) (BSplineRatio method) (BSplineRedshift method) (BSplineSpinMagnitude method) (BSplineSpinTilt method) (BSplineSymmetricChiEffective method)

J

joint_prior_from_isotropic_spins() (in module gwinferno.preprocess.priors)

L

load_base_parser() (in module gwinferno.pipeline.parser) (in module gwinferno.pipeline.utils) load_dist_from_string() (in module gwinferno.pipeline.parser) load_injection_dataset() (in module gwinferno.preprocess.data_collection) load_model_from_python_file() (in module gwinferno.pipeline.parser) load_pe_and_injections_as_dict() (in module gwinferno.pipeline.utils) load_posterior_dataset() (in module gwinferno.preprocess.data_collection) log_logistic_unit() (in module gwinferno.distributions) log_prob() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method)

logdVcdz() (Cosmology method) logistic_function() (in module gwinferno.distributions) logistic_unit() (in module gwinferno.distributions) LogXBSpline (class in gwinferno.interpolation) LogXLogYBSpline (class in gwinferno.interpolation) LogYBSpline (class in gwinferno.interpolation)

M

mask() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method) mean (BSplineDistribution property) (Cosine property) (Powerlaw property) (PowerlawRedshift property) (PowerlawSmoothedPowerlaw property) (PSplineCoeficientPrior property) (Sine property) mixture_isoalign_spin_tilt() (in module gwinferno.models.parametric.parametric) module gwinferno gwinferno.cosmology gwinferno.distributions gwinferno.interpolation gwinferno.models gwinferno.models.bsplines gwinferno.models.bsplines.separable gwinferno.models.bsplines.single gwinferno.models.bsplines.smoothing gwinferno.models.parametric gwinferno.models.parametric.parametric gwinferno.models.spline_perturbation gwinferno.numpyro_distributions gwinferno.pipeline gwinferno.pipeline.analysis gwinferno.pipeline.parser gwinferno.pipeline.utils gwinferno.postprocess gwinferno.postprocess.calculations gwinferno.postprocess.plot gwinferno.preprocess gwinferno.preprocess.conversions gwinferno.preprocess.data_collection gwinferno.preprocess.priors gwinferno.preprocess.selection

mu_var_from_alpha_beta() (in module gwinferno.preprocess.conversions)

N

NaturalCubicUnivariateSpline (class in gwinferno.interpolation) norm() (BasisSpline method) (BSpline method) (LogXBSpline method) (LogXLogYBSpline method) (LogYBSpline method)

norm_2d() (RectBivariateBasisSpline method) norm_p_m1() (PowerlawBasisSplinePrimaryPowerlawRatio method) norm_pm1q() (PowerlawBasisSplinePrimaryRatio method) normalization() (BSplineRedshift method) (PowerlawSplineRedshiftModel method)

P

p_m1() (PowerlawBasisSplinePrimaryPowerlawRatio method) (PowerlawBasisSplinePrimaryRatio method) p_q() (PowerlawBasisSplinePrimaryPowerlawRatio method) (PowerlawBasisSplinePrimaryRatio method) pdf_dict_to_xarray() (in module gwinferno.pipeline.utils) pe_pdf() (Base1DBSplineModel method) (BSplineChiEffective method) (BSplineChiPrecess method) (BSplineMass method) (BSplineRatio method) (BSplineRedshift method) (BSplineSpinMagnitude method) (BSplineSpinTilt method) (BSplineSymmetricChiEffective method) per_event_log_bayes_factors() (in module gwinferno.pipeline.analysis) plot_mass_pdfs() (in module gwinferno.postprocess.plot) plot_pdf() (in module gwinferno.postprocess.plot) plot_rate_of_z_pdfs() (in module gwinferno.postprocess.plot) plot_spin_pdfs() (in module gwinferno.postprocess.plot) plpeak_primary_pdf() (in module gwinferno.models.parametric.parametric) plpeak_primary_ratio_pdf() (in module gwinferno.models.parametric.parametric) PLPeakPrimaryBSplineRatio (class in gwinferno.models.bsplines.separable) PopMixtureModel (class in gwinferno.pipeline.parser)

PopModel (class in gwinferno.pipeline.parser) PopPrior (class in gwinferno.pipeline.parser) posterior_dict_to_xarray() (in module gwinferno.pipeline.utils) Powerlaw (class in gwinferno.numpyro_distributions) powerlaw_logit_pdf() (in module gwinferno.distributions) powerlaw_pdf() (in module gwinferno.distributions) powerlaw_primary_ratio_falloff_pdf() (in module gwinferno.models.parametric.parametric) powerlaw_primary_ratio_pdf() (in module gwinferno.models.parametric.parametric) PowerlawBasisSplinePrimaryPowerlawRatio (class in gwinferno.models.spline_perturbation) PowerlawBasisSplinePrimaryRatio (class in gwinferno.models.spline_perturbation) PowerlawRedshift (class in gwinferno.numpyro_distributions) PowerlawRedshiftModel (class in gwinferno.models.parametric.parametric) PowerlawSmoothedPowerlaw (class in gwinferno.numpyro_distributions) PowerlawSplineRedshiftModel (class in gwinferno.models.spline_perturbation) prob() (PowerlawSplineRedshiftModel method) processed_catalog_dataset_from_dict() (in module gwinferno.preprocess.data_collection) project() (BasisSpline method) (BSpline method) (LogXBSpline method) (LogXLogYBSpline method) (LogYBSpline method) (RectBivariateBasisSpline method) PSplineCoeficientPrior (class in gwinferno.numpyro_distributions)

R

RectBivariateBasisSpline (class in gwinferno.interpolation)

resample_injections() (in module gwinferno.preprocess.selection)

S

sample() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method) sample_with_intermediates() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method)

save_posterior_samples_and_injection_datasets_as_idata() (in module gwinferno.preprocess.data_collection) setup_bspline_mass_models() (in module gwinferno.pipeline.utils) setup_bspline_spin_models() (in module gwinferno.pipeline.utils) setup_powerlaw_spline_redshift_model() (in module gwinferno.pipeline.utils) shape() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method) Sine (class in gwinferno.numpyro_distributions) smooth() (in module gwinferno.distributions) smoothing() (PowerlawBasisSplinePrimaryPowerlawRatio method)

T

to_event() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method)

truncnorm_pdf() (in module gwinferno.distributions)

U

unprocessed_catalog_dict_from_metadata() (in module gwinferno.preprocess.data_collection)

V

validate_args() (BSplineDistribution method) (Cosine method) (Powerlaw method) (PowerlawRedshift method) (PowerlawSmoothedPowerlaw method) (PSplineCoeficientPrior method) (Sine method)

variance (BSplineDistribution property) (Cosine property) (Powerlaw property) (PowerlawRedshift property) (PowerlawSmoothedPowerlaw property) (PSplineCoeficientPrior property) (Sine property)

Z

z2Dc() (Cosmology method)

z2DL() (Cosmology method) z2E() (Cosmology method)