Index _ | A | B | C | D | E | F | G | I | J | K | L | M | N | O | P | R | S | T | U | V | W | X | Y _ __call__() (jolideco.models.NPredCalibration method) (jolideco.priors.ExponentialPrior method) (jolideco.priors.GMMPatchPrior method) (jolideco.priors.ImagePrior method) (jolideco.priors.InverseGammaPrior method) (jolideco.priors.LIRAPrior method) (jolideco.priors.MultiScalePrior method) (jolideco.priors.Priors method) (jolideco.priors.SmoothnessPrior method) (jolideco.priors.UniformPrior method) A alpha (jolideco.priors.ExponentialPrior attribute) (jolideco.priors.InverseGammaPrior attribute) as_gp_map() (jolideco.models.SpatialFluxComponent method) B background_norm (jolideco.models.NPredCalibration attribute), [1] beta (jolideco.core.MAPDeconvolver attribute) (jolideco.priors.InverseGammaPrior attribute) C calibrations (jolideco.core.MAPDeconvolverResult attribute) calibrations_init (jolideco.core.MAPDeconvolverResult attribute) components (jolideco.core.MAPDeconvolverResult attribute) components_init (jolideco.core.MAPDeconvolverResult attribute) compute_error (jolideco.core.MAPDeconvolver attribute) config (jolideco.core.MAPDeconvolverResult attribute) config_table (jolideco.core.MAPDeconvolverResult attribute) convolve_fft_torch() (in module jolideco.utils.torch) covariance_det (jolideco.priors.GaussianMixtureModel attribute) covariances (jolideco.priors.GaussianMixtureModel attribute) covariances_numpy (jolideco.priors.GaussianMixtureModel attribute) cycle_spin (jolideco.priors.GMMPatchPrior attribute) cycle_spin_subpix (jolideco.priors.ExponentialPrior attribute) (jolideco.priors.GMMPatchPrior attribute) (jolideco.priors.InverseGammaPrior attribute) D device (jolideco.core.MAPDeconvolver attribute) (jolideco.priors.GMMPatchPrior attribute) disk_source_gauss_psf() (in module jolideco.data) display_progress (jolideco.core.MAPDeconvolver attribute) E eigen_images (jolideco.priors.GaussianMixtureModel attribute) estimate_log_prob() (jolideco.priors.GaussianMixtureModel method) estimate_log_prob_numpy() (jolideco.priors.GaussianMixtureModel method) evaluate() (jolideco.models.NPredModels method) evaluate_per_component() (jolideco.models.NPredModels method) ExponentialPrior (class in jolideco.priors) Exposure F flux (jolideco.models.SparseSpatialFluxComponent attribute), [1], [2] (jolideco.models.SpatialFluxComponent attribute) flux_numpy (jolideco.models.SparseSpatialFluxComponent attribute) (jolideco.models.SpatialFluxComponent attribute) flux_total (jolideco.core.MAPDeconvolverResult attribute) flux_total_numpy (jolideco.models.FluxComponents attribute) flux_upsampled (jolideco.models.SparseSpatialFluxComponent attribute) (jolideco.models.SpatialFluxComponent attribute), [1] flux_upsampled_error (jolideco.models.SpatialFluxComponent attribute), [1] flux_upsampled_error_numpy (jolideco.models.SpatialFluxComponent attribute) flux_upsampled_numpy (jolideco.models.SpatialFluxComponent attribute) flux_upsampled_total (jolideco.core.MAPDeconvolverResult attribute) (jolideco.models.FluxComponents attribute) flux_upsampled_total_numpy (jolideco.models.FluxComponents attribute) FluxComponents (class in jolideco.models) fluxes_numpy (jolideco.models.FluxComponents attribute) fluxes_upsampled_numpy (jolideco.models.FluxComponents attribute) forward() (jolideco.models.NPredModel method) from_dataset_numpy() (jolideco.models.NPredModel class method) (jolideco.models.NPredModels class method) from_dict() (jolideco.models.FluxComponents class method) (jolideco.models.NPredCalibration class method) (jolideco.models.NPredCalibrations class method) (jolideco.models.SpatialFluxComponent class method) (jolideco.priors.GaussianMixtureModel class method) (jolideco.priors.GMMPatchPrior class method) from_flux_init_datasets() (jolideco.models.SpatialFluxComponent class method) from_numpy() (jolideco.models.NPredModel class method) (jolideco.models.SparseSpatialFluxComponent class method) (jolideco.models.SpatialFluxComponent class method) (jolideco.priors.GaussianMixtureModel class method) from_registry() (jolideco.priors.GaussianMixtureModel class method) from_sklearn_gmm() (jolideco.priors.GaussianMixtureModel class method) from_sky_coord() (jolideco.models.SparseSpatialFluxComponent class method) frozen (jolideco.models.NPredCalibration attribute) (jolideco.models.SparseSpatialFluxComponent attribute) (jolideco.models.SpatialFluxComponent attribute) G gauss_and_point_sources_gauss_psf() (in module jolideco.data) GaussianMixtureModel (class in jolideco.priors) generator (jolideco.priors.ExponentialPrior attribute) (jolideco.priors.GMMPatchPrior attribute) (jolideco.priors.InverseGammaPrior attribute) get_default_generator() (in module jolideco.utils.torch) GMM gmm (jolideco.priors.GMMPatchPrior attribute) GMMPatchPrior (class in jolideco.priors) grid_weights() (in module jolideco.utils.torch) I IACT ImagePrior (class in jolideco.priors) indices (jolideco.models.SparseSpatialFluxComponent attribute) interp1d_torch() (in module jolideco.utils.torch) InverseGammaPrior (class in jolideco.priors) is_equal() (jolideco.priors.GaussianMixtureModel method) is_sparse (jolideco.models.SparseSpatialFluxComponent attribute) (jolideco.models.SpatialFluxComponent attribute) J jitter (jolideco.priors.GMMPatchPrior attribute) Jolideco jolideco.core module jolideco.data module jolideco.models module jolideco.priors module jolideco.utils.torch module K kl_divergence() (jolideco.priors.GaussianMixtureModel method) L learning_rate (jolideco.core.MAPDeconvolver attribute) LIRAPrior (class in jolideco.priors) log_constant_term (jolideco.priors.ExponentialPrior attribute) (jolideco.priors.InverseGammaPrior attribute) log_det_cholesky (jolideco.priors.GaussianMixtureModel attribute) log_det_cholesky_numpy (jolideco.priors.GaussianMixtureModel attribute) log_like_weight (jolideco.priors.GMMPatchPrior attribute) log_weights (jolideco.priors.GaussianMixtureModel attribute) log_weights_numpy (jolideco.priors.GaussianMixtureModel attribute) M MAPDeconvolver (class in jolideco.core) MAPDeconvolverResult (class in jolideco.core) mean (jolideco.priors.ExponentialPrior attribute) (jolideco.priors.InverseGammaPrior attribute) means (jolideco.priors.GaussianMixtureModel attribute) means_numpy (jolideco.priors.GaussianMixtureModel attribute) means_precisions_cholesky (jolideco.priors.GaussianMixtureModel attribute) meta (jolideco.priors.GaussianMixtureModel attribute) mode (jolideco.priors.ExponentialPrior attribute) (jolideco.priors.InverseGammaPrior attribute) module jolideco.core jolideco.data jolideco.models jolideco.priors jolideco.utils.torch MultiScalePrior (class in jolideco.priors) N n_components (jolideco.priors.GaussianMixtureModel attribute) n_epochs (jolideco.core.MAPDeconvolver attribute) n_features (jolideco.priors.GaussianMixtureModel attribute) norm (jolideco.priors.GMMPatchPrior attribute) NPredCalibration (class in jolideco.models) NPredCalibrations (class in jolideco.models) NPredModel (class in jolideco.models) NPredModels (class in jolideco.models) O optimizer (jolideco.core.MAPDeconvolver attribute) overlap (jolideco.priors.GMMPatchPrior attribute) P parameters() (jolideco.models.FluxComponents method) (jolideco.models.NPredCalibration method) (jolideco.models.NPredCalibrations method) (jolideco.models.SparseSpatialFluxComponent method) (jolideco.models.SpatialFluxComponent method) Patch Prior patch_norm (jolideco.priors.GMMPatchPrior attribute) patch_shape (jolideco.priors.GaussianMixtureModel attribute) (jolideco.priors.GMMPatchPrior attribute) peek() (jolideco.core.MAPDeconvolverResult method) pixel_weights (jolideco.priors.GaussianMixtureModel attribute) pixel_weights_numpy (jolideco.priors.GaussianMixtureModel attribute) plot() (jolideco.models.FluxComponents method) (jolideco.models.SparseSpatialFluxComponent method) (jolideco.models.SpatialFluxComponent method) plot_eigen_images() (jolideco.priors.GaussianMixtureModel method) plot_mean_images() (jolideco.priors.GaussianMixtureModel method) plot_trace_loss() (jolideco.core.MAPDeconvolverResult method) point_source_gauss_psf() (in module jolideco.data) precisions_cholesky (jolideco.priors.GaussianMixtureModel attribute) precisions_cholesky_numpy (jolideco.priors.GaussianMixtureModel attribute) prior (jolideco.models.SparseSpatialFluxComponent attribute) (jolideco.models.SpatialFluxComponent attribute) prior_image() (jolideco.priors.GMMPatchPrior method) prior_image_average() (jolideco.priors.GMMPatchPrior method) Priors (class in jolideco.priors) priors (jolideco.models.FluxComponents attribute) PSF R read() (jolideco.core.MAPDeconvolverResult class method) (jolideco.models.FluxComponents class method) (jolideco.models.NPredCalibrations class method) (jolideco.models.SparseSpatialFluxComponent class method) (jolideco.models.SpatialFluxComponent class method) (jolideco.priors.GaussianMixtureModel class method) run() (jolideco.core.MAPDeconvolver method) S set_flux_errors() (jolideco.models.FluxComponents method) shape (jolideco.models.NPredModel attribute) (jolideco.models.SparseSpatialFluxComponent attribute), [1] (jolideco.models.SpatialFluxComponent attribute) shape_image (jolideco.models.SpatialFluxComponent attribute) shape_upsampled (jolideco.models.NPredModel attribute) shift_x (jolideco.models.NPredCalibration attribute) shift_y (jolideco.models.NPredCalibration attribute) sky_coord (jolideco.models.SparseSpatialFluxComponent attribute) SmoothnessPrior (class in jolideco.priors) SparseSpatialFluxComponent (class in jolideco.models) SpatialFluxComponent (class in jolideco.models) stop_early (jolideco.core.MAPDeconvolver attribute) stop_early_n_average (jolideco.core.MAPDeconvolver attribute) stride (jolideco.priors.GMMPatchPrior attribute) symmetric_kl_divergence() (jolideco.priors.GaussianMixtureModel method) T to_dict() (jolideco.core.MAPDeconvolver method) (jolideco.models.FluxComponents method) (jolideco.models.NPredCalibration method) (jolideco.models.NPredCalibrations method) (jolideco.models.SparseSpatialFluxComponent method) (jolideco.models.SpatialFluxComponent method) (jolideco.priors.ExponentialPrior method) (jolideco.priors.GaussianMixtureModel method) (jolideco.priors.GMMPatchPrior method) (jolideco.priors.ImagePrior method) (jolideco.priors.InverseGammaPrior method) (jolideco.priors.LIRAPrior method) (jolideco.priors.MultiScalePrior method) (jolideco.priors.SmoothnessPrior method) to_flux_tuple() (jolideco.models.FluxComponents method) to_numpy() (jolideco.models.FluxComponents method) TORCH_DEFAULT_DEVICE (in module jolideco.utils.torch) U UniformPrior (class in jolideco.priors) upsampling_factor (jolideco.models.SparseSpatialFluxComponent attribute) (jolideco.models.SpatialFluxComponent attribute) use_log_flux (jolideco.models.SparseSpatialFluxComponent attribute), [1] (jolideco.models.SpatialFluxComponent attribute), [1] V view_as_overlapping_patches_torch() (in module jolideco.utils.torch) view_as_random_overlapping_patches_torch() (in module jolideco.utils.torch) view_as_windows_torch() (in module jolideco.utils.torch) W wcs (jolideco.models.SparseSpatialFluxComponent attribute), [1] (jolideco.models.SpatialFluxComponent attribute), [1] weights (jolideco.priors.GaussianMixtureModel attribute) (jolideco.priors.MultiScalePrior attribute) weights_numpy (jolideco.priors.GaussianMixtureModel attribute) write() (jolideco.core.MAPDeconvolverResult method) (jolideco.models.FluxComponents method) (jolideco.models.NPredCalibrations method) (jolideco.models.SparseSpatialFluxComponent method) (jolideco.models.SpatialFluxComponent method) X x_pos (jolideco.models.SparseSpatialFluxComponent attribute), [1] x_pos_numpy (jolideco.models.SparseSpatialFluxComponent attribute) Y y_pos (jolideco.models.SparseSpatialFluxComponent attribute), [1] y_pos_numpy (jolideco.models.SparseSpatialFluxComponent attribute)
