Index

_

__call__() (ravest.fit.GPLogLikelihood method) (ravest.fit.LogLikelihood method) (ravest.fit.LogPrior method) (ravest.prior.Beta method) (ravest.prior.EccentricityUniform method) (ravest.prior.HalfNormal method) (ravest.prior.Normal method) (ravest.prior.Rayleigh method) (ravest.prior.TruncatedNormal method) (ravest.prior.Uniform method) (ravest.prior.VanEylen19Mixture method) __repr__() (ravest.model.Instrument method) (ravest.model.Planet method) (ravest.model.Star method) (ravest.model.Trend method) (ravest.param.Parameter method) (ravest.param.Parameterisation method) (ravest.prior.Beta method) (ravest.prior.EccentricityUniform method) (ravest.prior.HalfNormal method) (ravest.prior.Normal method) (ravest.prior.Rayleigh method) (ravest.prior.TruncatedNormal method) (ravest.prior.Uniform method) (ravest.prior.VanEylen19Mixture method) __str__() (ravest.model.Instrument method) (ravest.model.Planet method) (ravest.model.Star method) (ravest.model.Trend method) (ravest.param.Parameter method) (ravest.param.Parameterisation method) __version__ (in module ravest) _a (ravest.prior.TruncatedNormal attribute) _b (ravest.prior.TruncatedNormal attribute) _calculate_mean_anomaly() (ravest.model.Planet method) _calculate_mean_model() (ravest.fit.GPLogLikelihood method) _calculate_mean_motion() (ravest.model.Planet method) _check_hyperparams_values_against_hyperpriors() (ravest.fit.GPFitter method) _check_params_values_against_priors() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) _compute_gp_chi2() (ravest.fit.GPFitter static method) _compute_gp_log_likelihood() (ravest.fit.GPLogLikelihood static method) _compute_rv() (in module ravest.model) _convert_params_for_prior_evaluation() (ravest.fit.GPLogPosterior method) (ravest.fit.LogPosterior method) _convert_single_param_to_default() (ravest.fit.Fitter method) (ravest.fit.GPFitter method)

_gamma_keys (ravest.fit.GPLogLikelihood attribute) (ravest.fit.LogLikelihood attribute) _get_default_parameterisation_equivalent_free_param_name() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) _hyperparams (ravest.fit.GPFitter attribute) _hyperpriors (ravest.fit.GPFitter attribute) _instrument_indices (ravest.fit.GPLogLikelihood attribute) (ravest.fit.LogLikelihood attribute) _jitter_keys (ravest.fit.GPLogLikelihood attribute) (ravest.fit.LogLikelihood attribute) _linear() (ravest.model.Trend method) _log_2pi (ravest.fit.LogLikelihood attribute) _log_beta (ravest.prior.Beta attribute) _log_norm_const (ravest.prior.Normal attribute) _negative_log_probability_for_MAP() (ravest.fit.GPLogPosterior method) (ravest.fit.LogPosterior method) _njit_kepler_rv() (in module ravest.model) _params (ravest.fit.Fitter attribute) (ravest.fit.GPFitter attribute) _plot_phase() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) _plot_rv() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) _priors (ravest.fit.Fitter attribute) (ravest.fit.GPFitter attribute) _quadratic() (ravest.model.Trend method) _radial_velocity_from_f() (in module ravest.model) _rvparams (ravest.model.Planet attribute) _set_hyperpriors_with_validation() (ravest.fit.GPFitter method) _set_priors_with_validation() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) _solve_kepler() (in module ravest.model) _time_given_true_anomaly() (ravest.param.Parameterisation method) _true_anomaly() (in module ravest.model) _validate_argument_periastron() (ravest.param.Parameterisation static method) _validate_astrophysical_validity() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) _validate_complete_params() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) _validate_eccentricity() (ravest.param.Parameterisation static method) _validate_hyperparams_values() (ravest.gp.GPKernel method) _validate_parameter_coupling() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) _validate_period() (ravest.param.Parameterisation static method) _validate_semi_amplitude() (ravest.param.Parameterisation static method) _velerr_sq (ravest.fit.GPLogLikelihood attribute) (ravest.fit.LogLikelihood attribute)

A

a (ravest.prior.Beta attribute) add_data() (ravest.fit.Fitter method) (ravest.fit.GPFitter method)

add_instrument() (ravest.model.Star method) add_planet() (ravest.model.Star method) add_trend() (ravest.model.Star method) ALLOWED_PARAMETERISATIONS (in module ravest.param)

B

b (ravest.prior.Beta attribute) Beta (class in ravest.prior)

build_kernel() (ravest.gp.GPKernel method) build_params_dict() (ravest.fit.Fitter method) (ravest.fit.GPFitter method)

C

calculate_aicc() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) calculate_bic() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) calculate_chi2() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) calculate_log_likelihood() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) calculate_mpsini() (in module ravest.model) calculate_rv_gp_custom() (ravest.fit.GPFitter method) calculate_rv_gp_from_samples() (ravest.fit.GPFitter method) calculate_rv_planet_custom() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) calculate_rv_planet_from_samples() (ravest.fit.Fitter method) (ravest.fit.GPFitter method)

calculate_rv_total_custom() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) calculate_rv_total_from_samples() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) calculate_rv_trend_custom() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) calculate_rv_trend_from_samples() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) convert_e_w_to_ecosw_esinw() (ravest.param.Parameterisation method) convert_e_w_to_secosw_sesinw() (ravest.param.Parameterisation method) convert_ecosw_esinw_to_e_w() (ravest.param.Parameterisation method) convert_pars_from_default_parameterisation() (ravest.param.Parameterisation method) convert_pars_to_default_parameterisation() (ravest.param.Parameterisation method) convert_secosw_sesinw_to_e_w() (ravest.param.Parameterisation method) convert_tc_to_tp() (ravest.param.Parameterisation method) convert_tp_to_tc() (ravest.param.Parameterisation method)

E

EccentricityUniform (class in ravest.prior)

F

f (ravest.prior.VanEylen19Mixture attribute) find_map_estimate() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) Fitter (class in ravest.fit) fixed (ravest.param.Parameter attribute) fixed_hyperparams (ravest.fit.GPLogPosterior attribute) fixed_hyperparams_dict (ravest.fit.GPFitter property) fixed_hyperparams_names (ravest.fit.GPFitter property) fixed_hyperparams_values (ravest.fit.GPFitter property) fixed_hyperparams_values_dict (ravest.fit.GPFitter property) fixed_params (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogPosterior attribute) fixed_params_dict (ravest.fit.Fitter property) (ravest.fit.GPFitter property) fixed_params_names (ravest.fit.Fitter property) (ravest.fit.GPFitter property)

fixed_params_values (ravest.fit.Fitter property) (ravest.fit.GPFitter property) fixed_params_values_dict (ravest.fit.Fitter property) (ravest.fit.GPFitter property) fold_time_series() (in module ravest.model) free_hyperparams_dict (ravest.fit.GPFitter property) free_hyperparams_names (ravest.fit.GPFitter property) (ravest.fit.GPLogPosterior attribute) free_hyperparams_values (ravest.fit.GPFitter property) free_params_dict (ravest.fit.Fitter property) (ravest.fit.GPFitter property) free_params_names (ravest.fit.Fitter property) (ravest.fit.GPFitter property) (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogPosterior attribute) free_params_values (ravest.fit.Fitter property) (ravest.fit.GPFitter property)

G

g (ravest.model.Instrument attribute) gamma_offsets() (ravest.model.Star method) gammadot (ravest.model.Trend attribute) gammadotdot (ravest.model.Trend attribute) generate_initial_walker_positions_around_point() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) generate_initial_walker_positions_from_map() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) generate_initial_walker_positions_random() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) get_expected_hyperparams() (ravest.gp.GPKernel method) get_mcmc_posterior_dict() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) get_sample_with_best_lnprob() (ravest.fit.Fitter method) (ravest.fit.GPFitter method)

get_sampler_lnprob() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) get_samples_df() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) get_samples_dict() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) get_samples_np() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) gp_kernel (ravest.fit.GPFitter attribute) (ravest.fit.GPLogLikelihood attribute) (ravest.fit.GPLogPosterior attribute) gp_log_likelihood (ravest.fit.GPLogPosterior attribute) GPFitter (class in ravest.fit) GPKernel (class in ravest.gp) GPLogLikelihood (class in ravest.fit) GPLogPosterior (class in ravest.fit)

H

HalfNormal (class in ravest.prior) hyperparams (ravest.fit.GPFitter property)

hyperpriors (ravest.fit.GPFitter property) (ravest.fit.GPLogPosterior attribute)

I

Instrument (class in ravest.model) instrument (ravest.fit.GPLogLikelihood attribute) (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogLikelihood attribute) (ravest.fit.LogPosterior attribute)

instruments (ravest.model.Star attribute)

J

jax_time (ravest.fit.GPLogLikelihood attribute) jax_vel (ravest.fit.GPLogLikelihood attribute)

jax_velerr (ravest.fit.GPLogLikelihood attribute) jit (ravest.model.Instrument attribute) jitter_values() (ravest.model.Star method)

K

kernel_type (ravest.gp.GPKernel attribute)

L

letter (ravest.model.Planet attribute) log_hyperprior (ravest.fit.GPLogPosterior attribute) log_likelihood (ravest.fit.LogPosterior attribute) log_prior (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogPosterior attribute) log_probability() (ravest.fit.GPLogPosterior method) (ravest.fit.LogPosterior method)

LogLikelihood (class in ravest.fit) LogPosterior (class in ravest.fit) LogPrior (class in ravest.fit) lower (ravest.prior.TruncatedNormal attribute) (ravest.prior.Uniform attribute)

M

mass (ravest.model.Star attribute) mean (ravest.prior.Normal attribute) (ravest.prior.TruncatedNormal attribute) module ravest ravest.fit ravest.gp ravest.model ravest.param ravest.prior

mpsini() (ravest.model.Planet method) (ravest.model.Star method)

N

name (ravest.model.Instrument attribute) (ravest.model.Star attribute)

Normal (class in ravest.prior) num_planets (ravest.model.Star attribute), [1]

P

param_key_to_latex() (in module ravest.param) param_key_to_unit() (in module ravest.param) Parameter (class in ravest.param) Parameterisation (class in ravest.param) parameterisation (ravest.fit.Fitter attribute) (ravest.fit.GPFitter attribute) (ravest.fit.GPLogLikelihood attribute) (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogLikelihood attribute) (ravest.fit.LogPosterior attribute) (ravest.model.Planet attribute) (ravest.param.Parameterisation attribute) params (ravest.fit.Fitter property) (ravest.fit.GPFitter property) (ravest.model.Planet attribute) pars (ravest.param.Parameterisation attribute) phase_plot() (ravest.model.Star method) Planet (class in ravest.model) planet_letters (ravest.fit.Fitter attribute) (ravest.fit.GPFitter attribute) (ravest.fit.GPLogLikelihood attribute) (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogLikelihood attribute) (ravest.fit.LogPosterior attribute) planets (ravest.model.Star attribute), [1] plot_autocorr_estimates() (ravest.fit.Fitter method) (ravest.fit.GPFitter method)

plot_best_sample_phase() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) plot_best_sample_rv() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) plot_chains() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) plot_corner() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) plot_custom_phase() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) plot_custom_rv() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) plot_lnprob() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) plot_MAP_phase() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) plot_MAP_rv() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) plot_posterior_phase() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) plot_posterior_rv() (ravest.fit.Fitter method) (ravest.fit.GPFitter method) PRIOR_FUNCTIONS (in module ravest.prior) priors (ravest.fit.Fitter property) (ravest.fit.GPFitter property) (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogPosterior attribute) (ravest.fit.LogPrior attribute)

R

radial_velocity() (ravest.model.Planet method) (ravest.model.Star method) (ravest.model.Trend method) ravest module ravest.fit module ravest.gp module

ravest.model module ravest.param module ravest.prior module Rayleigh (class in ravest.prior) run_mcmc() (ravest.fit.Fitter method) (ravest.fit.GPFitter method)

S

scale (ravest.prior.Rayleigh attribute) sigma_normal (ravest.prior.VanEylen19Mixture attribute) sigma_rayleigh (ravest.prior.VanEylen19Mixture attribute) Star (class in ravest.model)

std (ravest.prior.HalfNormal attribute) (ravest.prior.Normal attribute) (ravest.prior.TruncatedNormal attribute) SUPPORTED_KERNELS (in module ravest.gp)

T

t0 (ravest.fit.GPLogLikelihood attribute) (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogLikelihood attribute) (ravest.fit.LogPosterior attribute) time (ravest.fit.GPLogLikelihood attribute) (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogLikelihood attribute) (ravest.fit.LogPosterior attribute)

Trend (class in ravest.model) TruncatedNormal (class in ravest.prior)

U

Uniform (class in ravest.prior) unique_instruments (ravest.fit.GPLogLikelihood attribute) (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogLikelihood attribute) (ravest.fit.LogPosterior attribute)

unit (ravest.param.Parameter attribute) upper (ravest.prior.EccentricityUniform attribute) (ravest.prior.TruncatedNormal attribute) (ravest.prior.Uniform attribute)

V

validate_default_parameterisation_params() (ravest.param.Parameterisation method) validate_hyperparams() (ravest.gp.GPKernel method) validate_planetary_params() (ravest.param.Parameterisation method) value (ravest.param.Parameter attribute) VanEylen19Mixture (class in ravest.prior) vel (ravest.fit.GPLogLikelihood attribute) (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogLikelihood attribute) (ravest.fit.LogPosterior attribute)

velerr (ravest.fit.GPLogLikelihood attribute) (ravest.fit.GPLogPosterior attribute) (ravest.fit.LogLikelihood attribute) (ravest.fit.LogPosterior attribute)