Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y _ __add__() (pioran.acvf_base.CovarianceFunction method) (pioran.CovarianceFunction method) (pioran.PowerSpectralDensity method) (pioran.psd_base.PowerSpectralDensity method) __author__ (in module pioran) __getitem__() (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) __len__() (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) __mul__() (pioran.acvf_base.CovarianceFunction method) (pioran.CovarianceFunction method) (pioran.PowerSpectralDensity method) (pioran.psd_base.PowerSpectralDensity method) __repr__() (pioran.acvf_base.CovarianceFunction method) (pioran.carma.carma_core.CARMAProcess method) (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) (pioran.carma.CARMAProcess method) (pioran.core.GaussianProcess method) (pioran.CovarianceFunction method) (pioran.GaussianProcess method) (pioran.parameters.Parameter method) (pioran.parameters.parameter_base.Parameter method) (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) (pioran.PowerSpectralDensity method) (pioran.psd_base.PowerSpectralDensity method) (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) __repr_html__() (pioran.parameters.Parameter method) (pioran.parameters.parameter_base.Parameter method) (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) __setitem__() (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) __str__() (pioran.acvf_base.CovarianceFunction method) (pioran.carma.carma_core.CARMAProcess method) (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) (pioran.carma.CARMAProcess method) (pioran.core.GaussianProcess method) (pioran.CovarianceFunction method) (pioran.GaussianProcess method) (pioran.parameters.Parameter method) (pioran.parameters.parameter_base.Parameter method) (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) (pioran.PowerSpectralDensity method) (pioran.psd_base.PowerSpectralDensity method) (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) __version__ (in module pioran) A ACVF (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) acvf (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) analytical (pioran.PowerSpectralDensity attribute) (pioran.psd.Gaussian attribute) (pioran.psd.Lorentzian attribute) (pioran.psd.Matern32PSD attribute) (pioran.psd.OneBendPowerLaw attribute) (pioran.psd.OneBendPowerLawBis attribute) (pioran.psd.TwoBendPowerLaw attribute) (pioran.psd_base.PowerSpectralDensity attribute) append() (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) Array_type (in module pioran.tools) asdf (in module pioran.inference) Autocovariance() (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) B blackjax_DYHMC() (pioran.Inference method) (pioran.inference.Inference method) blackjax_NUTS() (pioran.Inference method) (pioran.inference.Inference method) build_DRWCelerite_model_cel() (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) build_gp_celerite() (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) build_gp_celerite_legacy() (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) build_gp_tinygp() (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) build_SHO_model_cel() (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) build_SHO_model_legacy_cel() (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) build_SHO_model_tinygp() (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) C calculate() (pioran.acvf.Exponential method) (pioran.acvf.Matern32 method) (pioran.acvf.Matern52 method) (pioran.acvf.RationalQuadratic method) (pioran.acvf.SquaredExponential method) (pioran.acvf_base.ProductCovarianceFunction method) (pioran.acvf_base.SumCovarianceFunction method) (pioran.carma.carma_acvf.CARMA_covariance method) (pioran.carma.CARMA_covariance method) (pioran.psd.Gaussian method) (pioran.psd.Lorentzian method) (pioran.psd.Matern32PSD method) (pioran.psd.OneBendPowerLaw method) (pioran.psd.OneBendPowerLawBis method) (pioran.psd.TwoBendPowerLaw method) (pioran.psd_base.ProductPowerSpectralDensity method) (pioran.psd_base.SumPowerSpectralDensity method) (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) CARMA_autocovariance() (in module pioran.carma.carma_utils) CARMA_covariance (class in pioran.carma) (class in pioran.carma.carma_acvf) CARMA_model (class in pioran.carma) (class in pioran.carma.carma_model) CARMA_powerspectrum() (in module pioran.carma.carma_utils) CARMAProcess (class in pioran.carma) (class in pioran.carma.carma_core) celerite (in module pioran.core) check_approximation() (pioran.Inference method) (pioran.inference.Inference method) comm (in module pioran.inference) component (pioran.parameters.Parameter attribute) (pioran.parameters.parameter_base.Parameter attribute) components (pioran.parameters.parameters.ParametersModel attribute) (pioran.parameters.ParametersModel attribute) compute_log_marginal_likelihood() (pioran.carma.carma_core.CARMAProcess method) (pioran.carma.CARMAProcess method) (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) compute_log_marginal_likelihood_celerite() (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) compute_log_marginal_likelihood_pioran() (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) compute_log_marginal_likelihood_tinygp() (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) compute_predictive_distribution() (pioran.carma.carma_core.CARMAProcess method) (pioran.carma.CARMAProcess method) (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) cov1 (pioran.acvf_base.ProductCovarianceFunction attribute) (pioran.acvf_base.SumCovarianceFunction attribute) cov2 (pioran.acvf_base.ProductCovarianceFunction attribute) (pioran.acvf_base.SumCovarianceFunction attribute) CovarianceFunction (class in pioran) (class in pioran.acvf_base) D decompose_model() (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) decompose_triangular_matrix() (in module pioran.utils.gp_utils) diagnostics_psd_approx() (in module pioran.plots) DRWCelerite_power_spectrum() (in module pioran.utils.psd_utils) dtau (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) duration (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) E estimate_mean (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMAProcess attribute) (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) estimate_variance (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) EuclideanDistance() (in module pioran.utils) (in module pioran.utils.gp_utils) Exponential (class in pioran.acvf) expression (pioran.acvf.Exponential attribute) (pioran.acvf.Matern32 attribute) (pioran.acvf.Matern52 attribute) (pioran.acvf.RationalQuadratic attribute) (pioran.acvf.SquaredExponential attribute) (pioran.acvf_base.CovarianceFunction attribute) (pioran.acvf_base.ProductCovarianceFunction attribute) (pioran.acvf_base.SumCovarianceFunction attribute) (pioran.carma.carma_acvf.CARMA_covariance attribute) (pioran.carma.CARMA_covariance attribute) (pioran.CovarianceFunction attribute) (pioran.PowerSpectralDensity attribute) (pioran.psd.Gaussian attribute) (pioran.psd.Lorentzian attribute) (pioran.psd.Matern32PSD attribute) (pioran.psd.OneBendPowerLaw attribute) (pioran.psd.OneBendPowerLawBis attribute) (pioran.psd.TwoBendPowerLaw attribute) (pioran.psd_base.PowerSpectralDensity attribute) (pioran.psd_base.ProductPowerSpectralDensity attribute) (pioran.psd_base.SumPowerSpectralDensity attribute) extract_subset_timeseries() (pioran.simulate.Simulations method) (pioran.Simulations method) F f0 (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) f_max (pioran.diagnostics.Visualisations attribute) (pioran.Visualisations attribute) f_max_obs (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) f_min (pioran.diagnostics.Visualisations attribute) (pioran.Visualisations attribute) f_min_obs (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) filename_prefix (pioran.diagnostics.Visualisations attribute) (pioran.Visualisations attribute) fN (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) free (pioran.parameters.Parameter attribute) (pioran.parameters.parameter_base.Parameter attribute) free_parameters (pioran.parameters.parameters.ParametersModel attribute) (pioran.parameters.ParametersModel attribute) frequencies (pioran.diagnostics.Visualisations attribute) (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) (pioran.Visualisations attribute) from_samples_to_inference_data() (in module pioran.utils.mcmc_visualisations) G Gaussian (class in pioran.psd) GaussianProcess (class in pioran) (class in pioran.core) generate_keys() (pioran.simulate.Simulations method) (pioran.Simulations method) get_acvf_byFFT() (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) get_acvf_byNuFFT() (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) get_approx_coefs() (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) get_AR_coeffs() (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) get_AR_quads() (pioran.carma.carma_acvf.CARMA_covariance method) (pioran.carma.CARMA_covariance method) (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) get_AR_roots() (pioran.carma.carma_acvf.CARMA_covariance method) (pioran.carma.CARMA_covariance method) (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) get_cov() (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) get_cov_matrix() (pioran.acvf_base.CovarianceFunction method) (pioran.CovarianceFunction method) (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) get_cov_training() (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) get_MA_coeffs() (pioran.carma.carma_acvf.CARMA_covariance method) (pioran.carma.CARMA_covariance method) (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) get_MA_quads() (pioran.carma.carma_acvf.CARMA_covariance method) (pioran.carma.CARMA_covariance method) (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) get_psd_approx_samples() (in module pioran.utils.psd_utils) get_psd_true_samples() (in module pioran.utils.psd_utils) get_samples_psd() (in module pioran.utils) (in module pioran.utils.psd_utils) get_U() (in module pioran.carma.carma_utils) get_V() (in module pioran.carma.carma_utils) GP_method() (pioran.simulate.Simulations method) (pioran.Simulations method) H HEADER_PARAMETERS (in module pioran.tools) hyperparameter (pioran.parameters.Parameter attribute) (pioran.parameters.parameter_base.Parameter attribute) hyperparameters (pioran.parameters.parameters.ParametersModel attribute) (pioran.parameters.ParametersModel attribute) I ID (pioran.parameters.Parameter attribute) (pioran.parameters.parameter_base.Parameter attribute) IDs (pioran.parameters.parameters.ParametersModel attribute) (pioran.parameters.ParametersModel attribute) increment_component() (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) increment_IDs() (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) Inference (class in pioran) (class in pioran.inference) inference_methods (in module pioran.inference) init_statespace() (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) initialise_CARMA_object() (in module pioran.carma.carma_utils) interpolation() (pioran.PSDToACV method) (pioran.psdtoacv.PSDToACV method) isPD() (in module pioran.utils.gp_utils) K kalman (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMAProcess attribute) KalmanFilter (class in pioran.carma) (class in pioran.carma.kalman) keys (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) L log_dir (pioran.Inference attribute) (pioran.inference.Inference attribute) log_likelihood() (pioran.carma.kalman.KalmanFilter method) (pioran.carma.KalmanFilter method) log_transform (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) LogNormalPrior (class in pioran.priors) logpdf() (pioran.priors.LogNormalPrior method) (pioran.priors.LogUniformPrior method) (pioran.priors.NormalPrior method) (pioran.priors.UniformPrior method) logprior() (pioran.priors.PriorCollection method) LogUniformPrior (class in pioran.priors) Lorentzian (class in pioran.psd) lorentzians_to_roots() (in module pioran.carma.carma_utils) M MA_quad_to_coeff() (in module pioran.carma.carma_utils) Matern32 (class in pioran.acvf) Matern32PSD (class in pioran.psd) Matern52 (class in pioran.acvf) method (pioran.Inference attribute) (pioran.inference.Inference attribute) (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) model (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMAProcess attribute) (pioran.carma.kalman.KalmanFilter attribute) (pioran.carma.KalmanFilter attribute) (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) module pioran pioran.acvf pioran.acvf_base pioran.carma pioran.carma.carma_acvf pioran.carma.carma_core pioran.carma.carma_model pioran.carma.carma_utils pioran.carma.kalman pioran.core pioran.diagnostics pioran.inference pioran.parameters pioran.parameters.parameter_base pioran.parameters.parameters pioran.plots pioran.priors pioran.psd pioran.psd_base pioran.psdtoacv pioran.simulate pioran.tools pioran.utils pioran.utils.gp_utils pioran.utils.ICCF pioran.utils.inference_utils pioran.utils.mcmc_visualisations pioran.utils.psd_utils N n_components (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) n_freq_grid (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) n_pars (pioran.Inference attribute) (pioran.inference.Inference attribute) n_time (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) name (pioran.parameters.Parameter attribute) (pioran.parameters.parameter_base.Parameter attribute) names (pioran.parameters.parameters.ParametersModel attribute) (pioran.parameters.ParametersModel attribute) nb_prediction_points (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMAProcess attribute) (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) ndims (pioran.carma.CARMA_model attribute) (pioran.carma.carma_model.CARMA_model attribute) nearest_positive_definite() (in module pioran.utils.gp_utils) nested_sampling() (pioran.Inference method) (pioran.inference.Inference method) NormalPrior (class in pioran.priors) nufft2 (in module pioran.psdtoacv) O observation_errors (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMAProcess attribute) (pioran.carma.kalman.KalmanFilter attribute) (pioran.carma.KalmanFilter attribute) (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) observation_indexes (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMAProcess attribute) (pioran.carma.kalman.KalmanFilter attribute) (pioran.carma.KalmanFilter attribute) (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) observation_values (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMAProcess attribute) (pioran.carma.kalman.KalmanFilter attribute) (pioran.carma.KalmanFilter attribute) (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) one_step_loglike_CAR1() (pioran.carma.kalman.KalmanFilter method) (pioran.carma.KalmanFilter method) one_step_loglike_CARMA() (pioran.carma.kalman.KalmanFilter method) (pioran.carma.KalmanFilter method) OneBendPowerLaw (class in pioran.psd) OneBendPowerLawBis (class in pioran.psd) P p (pioran.carma.carma_acvf.CARMA_covariance attribute) (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMA_covariance attribute) (pioran.carma.CARMA_model attribute) (pioran.carma.carma_model.CARMA_model attribute) (pioran.carma.CARMAProcess attribute) Parameter (class in pioran.parameters) (class in pioran.parameters.parameter_base) parameters (pioran.acvf.Exponential attribute) (pioran.acvf.Matern32 attribute) (pioran.acvf.Matern52 attribute) (pioran.acvf.RationalQuadratic attribute) (pioran.acvf.SquaredExponential attribute) (pioran.acvf_base.CovarianceFunction attribute) (pioran.acvf_base.ProductCovarianceFunction attribute) (pioran.acvf_base.SumCovarianceFunction attribute) (pioran.carma.carma_acvf.CARMA_covariance attribute) (pioran.carma.CARMA_covariance attribute) (pioran.carma.CARMA_model attribute) (pioran.carma.carma_model.CARMA_model attribute) (pioran.CovarianceFunction attribute) (pioran.PowerSpectralDensity attribute) (pioran.psd.Gaussian attribute) (pioran.psd.Lorentzian attribute) (pioran.psd.Matern32PSD attribute) (pioran.psd.OneBendPowerLaw attribute) (pioran.psd.OneBendPowerLawBis attribute) (pioran.psd.TwoBendPowerLaw attribute) (pioran.psd_base.PowerSpectralDensity attribute) (pioran.psd_base.ProductPowerSpectralDensity attribute) (pioran.psd_base.SumPowerSpectralDensity attribute) (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) ParametersModel (class in pioran.parameters) (class in pioran.parameters.parameters) pioran module pioran.acvf module pioran.acvf_base module pioran.carma module pioran.carma.carma_acvf module pioran.carma.carma_core module pioran.carma.carma_model module pioran.carma.carma_utils module pioran.carma.kalman module pioran.core module pioran.diagnostics module pioran.inference module pioran.parameters module pioran.parameters.parameter_base module pioran.parameters.parameters module pioran.plots module pioran.priors module pioran.psd module pioran.psd_base module pioran.psdtoacv module pioran.simulate module pioran.tools module pioran.utils module pioran.utils.gp_utils module pioran.utils.ICCF module pioran.utils.inference_utils module pioran.utils.mcmc_visualisations module pioran.utils.psd_utils module plot_acvf() (pioran.simulate.Simulations method) (pioran.Simulations method) plot_diagnostics_sampling() (in module pioran.utils.mcmc_visualisations) plot_dir (pioran.Inference attribute) (pioran.inference.Inference attribute) plot_posterior_predictive_ACF() (in module pioran.plots) plot_posterior_predictive_PSD() (in module pioran.plots) plot_prediction() (in module pioran.plots) plot_prior_predictive_PSD() (in module pioran.plots) plot_priors_samples() (in module pioran.plots) plot_psd() (pioran.simulate.Simulations method) (pioran.Simulations method) plot_residuals() (in module pioran.plots) plot_timeseries_diagnostics() (pioran.diagnostics.Visualisations method) (pioran.Visualisations method) plot_timeseries_diagnostics_old() (pioran.diagnostics.Visualisations method) (pioran.Visualisations method) posterior_predictive_checks() (pioran.diagnostics.Visualisations method) (pioran.Visualisations method) PowerSpectralDensity (class in pioran) (class in pioran.psd_base) PowerSpectrum() (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) ppf() (pioran.priors.NormalPrior method) Predict() (pioran.carma.kalman.KalmanFilter method) (pioran.carma.KalmanFilter method) prediction_indexes (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMAProcess attribute) (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) predictive_cov (pioran.diagnostics.Visualisations attribute) (pioran.Visualisations attribute) predictive_mean (pioran.diagnostics.Visualisations attribute) (pioran.Visualisations attribute) Prior (class in pioran.priors) prior_predictive_checks() (pioran.Inference method) (pioran.inference.Inference method) PriorCollection (class in pioran.priors) priors (pioran.Inference attribute) (pioran.inference.Inference attribute) process (pioran.diagnostics.Visualisations attribute) (pioran.Inference attribute) (pioran.inference.Inference attribute) (pioran.Visualisations attribute) process_legacy (pioran.diagnostics.Visualisations attribute) (pioran.Visualisations attribute) ProductCovarianceFunction (class in pioran.acvf_base) ProductPowerSpectralDensity (class in pioran.psd_base) progress_bar_factory() (in module pioran.utils) (in module pioran.utils.inference_utils) propagate_errors (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) PSD (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) psd (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) psd1 (pioran.psd_base.ProductPowerSpectralDensity attribute) (pioran.psd_base.SumPowerSpectralDensity attribute) psd2 (pioran.psd_base.ProductPowerSpectralDensity attribute) (pioran.psd_base.SumPowerSpectralDensity attribute) PSDToACV (class in pioran) (class in pioran.psdtoacv) Q q (pioran.carma.carma_acvf.CARMA_covariance attribute) (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMA_covariance attribute) (pioran.carma.CARMA_model attribute) (pioran.carma.carma_model.CARMA_model attribute) (pioran.carma.CARMAProcess attribute) quad_to_coeff() (in module pioran.carma.carma_utils) quad_to_roots() (in module pioran.carma.carma_utils) R RationalQuadratic (class in pioran.acvf) reconstruct_triangular_matrix() (in module pioran.utils.gp_utils) relation (pioran.parameters.Parameter attribute) (pioran.parameters.parameter_base.Parameter attribute) relations (pioran.parameters.parameters.ParametersModel attribute) (pioran.parameters.ParametersModel attribute) resample_longtimeseries() (pioran.simulate.Simulations method) (pioran.Simulations method) reshape_array() (in module pioran.tools) residuals_quantiles() (in module pioran.plots) roots_to_quad() (in module pioran.carma.carma_utils) run() (pioran.Inference method) (pioran.inference.Inference method) S S_high (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) S_low (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) sample() (pioran.priors.LogNormalPrior method) (pioran.priors.LogUniformPrior method) (pioran.priors.NormalPrior method) (pioran.priors.PriorCollection method) (pioran.priors.UniformPrior method) sample_timeseries() (pioran.simulate.Simulations method) (pioran.Simulations method) sampling_period (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) sanity_checks() (in module pioran.tools) save_config() (pioran.Inference method) (pioran.inference.Inference method) save_sampling_results() (in module pioran.utils) (in module pioran.utils.inference_utils) scalable_methods (in module pioran.utils.gp_utils) scale_errors (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMAProcess attribute) (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) set_free_values() (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) set_names() (pioran.parameters.parameters.ParametersModel method) (pioran.parameters.ParametersModel method) SHO_autocovariance() (in module pioran.utils.psd_utils) SHO_power_spectrum() (in module pioran.utils) (in module pioran.utils.psd_utils) simulate() (pioran.simulate.Simulations method) (pioran.Simulations method) simulate_irregular_gaps() (pioran.simulate.Simulations method) (pioran.Simulations method) simulate_longtimeseries() (pioran.simulate.Simulations method) (pioran.Simulations method) Simulations (class in pioran) (class in pioran.simulate) spectral_matrix (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) spectral_points (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) split_longtimeseries() (pioran.simulate.Simulations method) (pioran.Simulations method) SquaredExponential (class in pioran.acvf) statespace_representation() (pioran.carma.CARMA_model method) (pioran.carma.carma_model.CARMA_model method) SumCovarianceFunction (class in pioran.acvf_base) SumPowerSpectralDensity (class in pioran.psd_base) T t (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) TABLE_LENGTH (in module pioran.tools) tau (pioran.diagnostics.Visualisations attribute) (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) (pioran.Visualisations attribute) tau_max (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) terms (in module pioran.psdtoacv) timmer_Koenig_method() (pioran.simulate.Simulations method) (pioran.Simulations method) tree_flatten() (pioran.parameters.Parameter method) (pioran.parameters.parameter_base.Parameter method) tree_unflatten() (pioran.parameters.Parameter class method) (pioran.parameters.parameter_base.Parameter class method) triang (pioran.simulate.Simulations attribute) (pioran.Simulations attribute) TwoBendPowerLaw (class in pioran.psd) TYPE_NUMBER (in module pioran.tools) U ultranest (in module pioran.inference) UniformPrior (class in pioran.priors) Update() (pioran.carma.kalman.KalmanFilter method) (pioran.carma.KalmanFilter method) use_beta (pioran.carma.carma_acvf.CARMA_covariance attribute) (pioran.carma.carma_core.CARMAProcess attribute) (pioran.carma.CARMA_covariance attribute) (pioran.carma.CARMA_model attribute) (pioran.carma.carma_model.CARMA_model attribute) (pioran.carma.CARMAProcess attribute) use_celerite (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) use_legacy_celerite (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) (pioran.PSDToACV attribute) (pioran.psdtoacv.PSDToACV attribute) use_tinygp (pioran.core.GaussianProcess attribute) (pioran.GaussianProcess attribute) V valid_methods (in module pioran.utils.gp_utils) value (pioran.parameters.Parameter attribute) (pioran.parameters.parameter_base.Parameter attribute) values (pioran.parameters.parameters.ParametersModel attribute) (pioran.parameters.ParametersModel attribute) violin_plots_psd_approx() (in module pioran.plots) Visualisations (class in pioran) (class in pioran.diagnostics) void() (in module pioran.inference) W wrapper_log_marginal_likelihood() (pioran.carma.carma_core.CARMAProcess method) (pioran.carma.CARMAProcess method) (pioran.carma.kalman.KalmanFilter method) (pioran.carma.KalmanFilter method) (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) wrapper_neg_log_marginal_likelihood() (pioran.core.GaussianProcess method) (pioran.GaussianProcess method) wrapper_psd_true_samples() (in module pioran.utils) (in module pioran.utils.psd_utils) X x (pioran.diagnostics.Visualisations attribute) (pioran.Visualisations attribute) x_pred (pioran.diagnostics.Visualisations attribute) (pioran.Visualisations attribute) xcor() (in module pioran.utils.ICCF) Y y (pioran.diagnostics.Visualisations attribute) (pioran.Visualisations attribute) yerr (pioran.diagnostics.Visualisations attribute) (pioran.Visualisations attribute)
