GWPopulation
1.0
API:
gwpopulation.models
gwpopulation.backend
gwpopulation.conversions
gwpopulation.experimental
gwpopulation.hyperpe
gwpopulation.utils
gwpopulation.vt
Examples:
Population Inference on GWTC-1
GWPopulation
Index
Index
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A
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B
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C
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D
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E
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G
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H
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I
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J
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L
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M
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N
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P
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R
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S
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T
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U
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V
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__init__() (gwpopulation.experimental.cosmo_models.CosmoMadauDickinsonRedshift method)
(gwpopulation.experimental.cosmo_models.CosmoMixin method)
(gwpopulation.experimental.cosmo_models.CosmoModel method)
(gwpopulation.experimental.cosmo_models.CosmoPowerLawRedshift method)
(gwpopulation.experimental.jax.JittedLikelihood method)
(gwpopulation.experimental.jax.NonCachingModel method)
(gwpopulation.hyperpe.HyperparameterLikelihood method)
(gwpopulation.hyperpe.RateLikelihood method)
(gwpopulation.models.interped.InterpolatedNoBaseModelIdentical method)
(gwpopulation.models.mass.BaseSmoothedMassDistribution method)
(gwpopulation.models.mass.BrokenPowerLawPeakSmoothedMassDistribution method)
(gwpopulation.models.mass.BrokenPowerLawSmoothedMassDistribution method)
(gwpopulation.models.mass.InterpolatedPowerlaw method)
(gwpopulation.models.mass.MultiPeakSmoothedMassDistribution method)
(gwpopulation.models.mass.SinglePeakSmoothedMassDistribution method)
(gwpopulation.models.redshift.MadauDickinsonRedshift method)
(gwpopulation.models.redshift.PowerLawRedshift method)
(gwpopulation.models.spin.GaussianChiEffChiP method)
(gwpopulation.models.spin.SplineSpinMagnitudeIdentical method)
(gwpopulation.models.spin.SplineSpinTiltIdentical method)
(gwpopulation.vt.GridVT method)
(gwpopulation.vt.ResamplingVT method)
A
alpha_beta_max_to_mu_var_max() (in module gwpopulation.conversions)
apply_conditions() (in module gwpopulation.utils)
B
BaseSmoothedMassDistribution (class in gwpopulation.models.mass)
beta_dist() (in module gwpopulation.utils)
bilby_to_numpyro_prior() (in module gwpopulation.experimental.numpyro)
bilby_to_numpyro_priors() (in module gwpopulation.experimental.numpyro)
BrokenPowerLawPeakSmoothedMassDistribution (class in gwpopulation.models.mass)
BrokenPowerLawSmoothedMassDistribution (class in gwpopulation.models.mass)
C
construct_numpyro_model() (in module gwpopulation.experimental.numpyro)
convert_to_beta_parameters() (in module gwpopulation.conversions)
CosmoMadauDickinsonRedshift (class in gwpopulation.experimental.cosmo_models)
CosmoMixin (class in gwpopulation.experimental.cosmo_models)
CosmoModel (class in gwpopulation.experimental.cosmo_models)
CosmoPowerLawRedshift (class in gwpopulation.experimental.cosmo_models)
D
detector_frame_to_source_frame() (gwpopulation.experimental.cosmo_models.CosmoMixin method)
(gwpopulation.experimental.cosmo_models.CosmoModel method)
differential_spacetime_volume() (gwpopulation.experimental.cosmo_models.CosmoMadauDickinsonRedshift method)
(gwpopulation.experimental.cosmo_models.CosmoPowerLawRedshift method)
(gwpopulation.models.redshift.MadauDickinsonRedshift method)
(gwpopulation.models.redshift.PowerLawRedshift method)
disable_cupy() (in module gwpopulation.backend)
double_power_law_peak_primary_mass() (in module gwpopulation.models.mass)
double_power_law_primary_mass() (in module gwpopulation.models.mass)
double_power_law_primary_power_law_mass_ratio() (in module gwpopulation.models.mass)
E
enable_cupy() (in module gwpopulation.backend)
extract_spline_points() (gwpopulation.models.interped.InterpolatedNoBaseModelIdentical method)
(gwpopulation.models.mass.InterpolatedPowerlaw method)
(gwpopulation.models.spin.SplineSpinMagnitudeIdentical method)
(gwpopulation.models.spin.SplineSpinTiltIdentical method)
G
gaussian_chi_eff() (in module gwpopulation.models.spin)
gaussian_chi_p() (in module gwpopulation.models.spin)
GaussianChiEffChiP (class in gwpopulation.models.spin)
generate_extra_statistics() (gwpopulation.hyperpe.HyperparameterLikelihood method)
(gwpopulation.hyperpe.RateLikelihood method)
generate_rate_posterior_sample() (gwpopulation.hyperpe.HyperparameterLikelihood method)
(gwpopulation.hyperpe.RateLikelihood method)
generic_bilby_likelihood_function() (in module gwpopulation.experimental.jax)
get_name() (in module gwpopulation.utils)
get_version_information() (in module gwpopulation.utils)
GridVT (class in gwpopulation.vt)
gwpopulation
module
gwpopulation.backend
module
gwpopulation.conversions
module
gwpopulation.experimental
module
gwpopulation.experimental.cosmo_models
module
gwpopulation.experimental.jax
module
gwpopulation.experimental.numpyro
module
gwpopulation.hyperpe
module
gwpopulation.models
module
gwpopulation.models.interped
module
gwpopulation.models.mass
module
gwpopulation.models.redshift
module
gwpopulation.models.spin
module
gwpopulation.utils
module
gwpopulation.vt
module
gwpopulation_likelihood_model() (in module gwpopulation.experimental.numpyro)
H
HyperparameterLikelihood (class in gwpopulation.hyperpe)
I
iid_spin() (in module gwpopulation.models.spin)
iid_spin_magnitude_beta() (in module gwpopulation.models.spin)
iid_spin_orientation_gaussian_isotropic() (in module gwpopulation.models.spin)
independent_spin_magnitude_beta() (in module gwpopulation.models.spin)
independent_spin_orientation_gaussian_isotropic() (in module gwpopulation.models.spin)
InterpolatedNoBaseModelIdentical (class in gwpopulation.models.interped)
InterpolatedPowerlaw (class in gwpopulation.models.mass)
J
JittedLikelihood (class in gwpopulation.experimental.jax)
L
ln_likelihood_and_variance() (gwpopulation.hyperpe.HyperparameterLikelihood method)
(gwpopulation.hyperpe.RateLikelihood method)
log_likelihood() (gwpopulation.experimental.jax.JittedLikelihood method)
(gwpopulation.hyperpe.HyperparameterLikelihood method)
(gwpopulation.hyperpe.RateLikelihood method)
log_likelihood_ratio() (gwpopulation.experimental.jax.JittedLikelihood method)
(gwpopulation.hyperpe.HyperparameterLikelihood method)
(gwpopulation.hyperpe.RateLikelihood method)
M
MadauDickinsonRedshift (class in gwpopulation.models.redshift)
module
gwpopulation
gwpopulation.backend
gwpopulation.conversions
gwpopulation.experimental
gwpopulation.experimental.cosmo_models
gwpopulation.experimental.jax
gwpopulation.experimental.numpyro
gwpopulation.hyperpe
gwpopulation.models
gwpopulation.models.interped
gwpopulation.models.mass
gwpopulation.models.redshift
gwpopulation.models.spin
gwpopulation.utils
gwpopulation.vt
modules_to_update() (in module gwpopulation.backend)
mu_var_max_to_alpha_beta_max() (in module gwpopulation.conversions)
MultiPeakSmoothedMassDistribution (class in gwpopulation.models.mass)
N
noise_log_likelihood() (gwpopulation.experimental.jax.JittedLikelihood method)
(gwpopulation.hyperpe.HyperparameterLikelihood method)
(gwpopulation.hyperpe.RateLikelihood method)
NonCachingModel (class in gwpopulation.experimental.jax)
norm_p_m1() (gwpopulation.models.mass.BaseSmoothedMassDistribution method)
(gwpopulation.models.mass.BrokenPowerLawPeakSmoothedMassDistribution method)
(gwpopulation.models.mass.BrokenPowerLawSmoothedMassDistribution method)
(gwpopulation.models.mass.InterpolatedPowerlaw method)
(gwpopulation.models.mass.MultiPeakSmoothedMassDistribution method)
(gwpopulation.models.mass.SinglePeakSmoothedMassDistribution method)
norm_p_q() (gwpopulation.models.mass.BaseSmoothedMassDistribution method)
(gwpopulation.models.mass.BrokenPowerLawPeakSmoothedMassDistribution method)
(gwpopulation.models.mass.BrokenPowerLawSmoothedMassDistribution method)
(gwpopulation.models.mass.InterpolatedPowerlaw method)
(gwpopulation.models.mass.MultiPeakSmoothedMassDistribution method)
(gwpopulation.models.mass.SinglePeakSmoothedMassDistribution method)
normalisation() (gwpopulation.experimental.cosmo_models.CosmoMadauDickinsonRedshift method)
(gwpopulation.experimental.cosmo_models.CosmoPowerLawRedshift method)
(gwpopulation.models.redshift.MadauDickinsonRedshift method)
(gwpopulation.models.redshift.PowerLawRedshift method)
P
posterior_predictive_resample() (gwpopulation.hyperpe.HyperparameterLikelihood method)
(gwpopulation.hyperpe.RateLikelihood method)
(in module gwpopulation.experimental.numpyro)
power_law_mass() (in module gwpopulation.models.mass)
power_law_primary_mass_ratio() (in module gwpopulation.models.mass)
power_law_primary_secondary_identical() (in module gwpopulation.models.mass)
power_law_primary_secondary_independent() (in module gwpopulation.models.mass)
powerlaw() (in module gwpopulation.utils)
PowerLawRedshift (class in gwpopulation.models.redshift)
primary_model() (gwpopulation.models.mass.BrokenPowerLawPeakSmoothedMassDistribution method)
(gwpopulation.models.mass.BrokenPowerLawSmoothedMassDistribution method)
(gwpopulation.models.mass.InterpolatedPowerlaw method)
(gwpopulation.models.mass.MultiPeakSmoothedMassDistribution method)
(gwpopulation.models.mass.SinglePeakSmoothedMassDistribution method)
prob() (gwpopulation.experimental.cosmo_models.CosmoModel method)
(gwpopulation.experimental.jax.NonCachingModel method)
R
RateLikelihood (class in gwpopulation.hyperpe)
resample_posteriors() (gwpopulation.hyperpe.HyperparameterLikelihood method)
(gwpopulation.hyperpe.RateLikelihood method)
ResamplingVT (class in gwpopulation.vt)
S
sample_prior() (in module gwpopulation.experimental.numpyro)
set_backend() (in module gwpopulation.backend)
SinglePeakSmoothedMassDistribution (class in gwpopulation.models.mass)
smoothing() (gwpopulation.models.mass.BaseSmoothedMassDistribution static method)
(gwpopulation.models.mass.BrokenPowerLawPeakSmoothedMassDistribution static method)
(gwpopulation.models.mass.BrokenPowerLawSmoothedMassDistribution static method)
(gwpopulation.models.mass.InterpolatedPowerlaw static method)
(gwpopulation.models.mass.MultiPeakSmoothedMassDistribution static method)
(gwpopulation.models.mass.SinglePeakSmoothedMassDistribution static method)
SplineSpinMagnitudeIdentical (class in gwpopulation.models.spin)
SplineSpinTiltIdentical (class in gwpopulation.models.spin)
surveyed_hypervolume() (gwpopulation.vt.ResamplingVT method)
T
three_component_single() (in module gwpopulation.models.mass)
to_number() (in module gwpopulation.utils)
to_numpy() (in module gwpopulation.utils)
total_four_volume() (in module gwpopulation.models.redshift)
truncnorm() (in module gwpopulation.utils)
two_component_primary_mass_ratio() (in module gwpopulation.models.mass)
two_component_primary_secondary_identical() (in module gwpopulation.models.mass)
two_component_primary_secondary_independent() (in module gwpopulation.models.mass)
two_component_single() (in module gwpopulation.models.mass)
U
unnormalized_2d_gaussian() (in module gwpopulation.utils)
V
von_mises() (in module gwpopulation.utils)
vt_factor() (gwpopulation.vt.ResamplingVT method)