starred package

Subpackages

• starred.deconvolution package
  • Submodules
  • starred.deconvolution.deconvolution module
    • Deconv
      • Deconv.background_interpolate()
      • Deconv.dump()
      • Deconv.export()
      • Deconv.flux_at_epoch()
      • Deconv.getDeconvolved()
      • Deconv.getPts_source()
      • Deconv.get_mask_pts_source()
      • Deconv.mean_pts_amps()
      • Deconv.model()
      • Deconv.modelstack()
      • Deconv.modelstack_forloop()
      • Deconv.modelstack_scan()
      • Deconv.one_epoch()
      • Deconv.sersic_background()
      • Deconv.setUpsamplingFactor()
      • Deconv.shifted_gaussians()
    • load_Deconv_model()
    • setup_model()
  • starred.deconvolution.loss module
    • Loss
      • Loss.data
      • Loss.loss()
      • Loss.reduced_chi2()
      • Loss.sigma_2
      • Loss.update_lambda_pts_source()
      • Loss.update_weights()
    • Prior
      • Prior.logL()
      • Prior.prior_kwargs()
  • starred.deconvolution.parameters module
    • ParametersDeconv
      • ParametersDeconv.args2kwargs()
      • ParametersDeconv.get_all_free_param_names()
      • ParametersDeconv.get_param_names_for_model()
      • ParametersDeconv.kwargs2args()
      • ParametersDeconv.param_names_analytic
      • ParametersDeconv.param_names_background
      • ParametersDeconv.param_names_sersic
  • Module contents
• starred.psf package
  • Submodules
  • starred.psf.psf module
    • PSF
      • PSF.dump()
      • PSF.export()
      • PSF.get_amplitudes()
      • PSF.get_astrometry()
      • PSF.get_background()
      • PSF.get_full_psf()
      • PSF.get_gaussian()
      • PSF.get_gaussians_vectorized()
      • PSF.get_moffat()
      • PSF.get_narrow_psf()
      • PSF.get_photometry()
      • PSF.model()
      • PSF.shifted_gaussians()
      • PSF.shifted_gaussians_vectorized()
      • PSF.smart_guess()
    • apply_distortion()
    • load_PSF_model()
    • shear_stretch_transformation_from_polynomial()
  • starred.psf.loss module
    • Loss
      • Loss.data
      • Loss.loss()
      • Loss.masks
      • Loss.reduced_chi2()
      • Loss.sigma_2
      • Loss.update_dataset()
    • Prior
      • Prior.logL()
      • Prior.prior_kwargs()
  • starred.psf.parameters module
    • ParametersPSF
      • ParametersPSF.args2kwargs()
      • ParametersPSF.get_all_free_param_names()
      • ParametersPSF.get_param_names_for_model()
      • ParametersPSF.kwargs2args()
      • ParametersPSF.param_names_background
      • ParametersPSF.param_names_distortion
      • ParametersPSF.param_names_gaussian
      • ParametersPSF.param_names_moffat
  • Module contents
• starred.optim package
  • Submodules
  • starred.optim.inference_base module
    • FisherCovariance
      • FisherCovariance.compute_fisher_information()
      • FisherCovariance.covariance_matrix
      • FisherCovariance.draw_samples()
      • FisherCovariance.fisher2covar()
      • FisherCovariance.fisher_matrix
      • FisherCovariance.get_kwargs_sigma()
      • FisherCovariance.split_matrix()
    • InferenceBase
      • InferenceBase.gradient()
      • InferenceBase.hessian()
      • InferenceBase.hessian_vec_prod()
      • InferenceBase.log_likelihood()
      • InferenceBase.loss()
      • InferenceBase.parameters
      • InferenceBase.value_and_gradient()
  • starred.optim.optimization module
    • Optimizer
      • Optimizer.compute_fisher_matrix()
      • Optimizer.loss_history
      • Optimizer.minimize()
      • Optimizer.param_history
  • starred.optim.sampling module
    • Sampler
      • Sampler.prior_draw()
      • Sampler.sample()
      • Sampler.transform()
  • Module contents
• starred.plots package
  • Submodules
  • starred.plots.plot_function module
    • dict_to_kwargs_list()
    • display_data()
    • make_gif()
    • make_movie()
    • make_video()
    • multiple_PSF_plot()
    • plot_convergence_by_walker()
    • plot_deconvolution()
    • plot_loss()
    • single_PSF_plot()
    • view_deconv_model()
  • Module contents
• starred.utils package
  • Submodules
  • starred.utils.ds9_reg module
    • Downsample()
    • Upsample()
    • convert_list_to_numpy_array()
    • convert_numpy_array_to_list()
    • fft_convolve2d()
    • fourier_division()
    • fwhm2sigma()
    • gaussian_function()
    • gaussian_function_batched()
    • make_grid()
    • moffat_elliptical_function()
    • moffat_function()
    • pad_and_convolve()
    • pad_and_convolve_fft()
    • save_fits()
    • save_npy()
    • scipy_convolve()
    • timer_func()
    • twoD_Gaussian()
  • starred.utils.generic_utils module
    • Downsample()
    • Upsample()
    • convert_list_to_numpy_array()
    • convert_numpy_array_to_list()
    • fft_convolve2d()
    • fourier_division()
    • fwhm2sigma()
    • gaussian_function()
    • gaussian_function_batched()
    • make_grid()
    • moffat_elliptical_function()
    • moffat_function()
    • pad_and_convolve()
    • pad_and_convolve_fft()
    • save_fits()
    • save_npy()
    • scipy_convolve()
    • timer_func()
    • twoD_Gaussian()
  • starred.utils.jax_utils module
    • convolveSeparableDilated()
    • decompose()
    • get_l1_norm()
    • reconstruct()
    • rotate_array()
    • scale_norms()
    • translate_array()
  • starred.utils.light_profile_analytical module
    • R_stable()
    • b_n()
    • ellipticity2phi_q()
    • get_distance_from_center()
    • phi_q2_ellipticity()
    • r_sersic()
    • sersic_ellipse()
  • starred.utils.noise_utils module
    • dirac_impulse()
    • propagate_noise()
  • starred.utils.parameters module
    • Parameters
      • Parameters.best_fit_values()
      • Parameters.convert_in_jnp_array()
      • Parameters.current_values()
      • Parameters.get_bounds()
      • Parameters.get_nan_indices()
      • Parameters.initial_values()
      • Parameters.optimized
      • Parameters.set_best_fit()
      • Parameters.update_kwargs()
  • Module contents

Module contents