Index _ | A | B | C | D | F | G | H | I | K | L | M | N | P | R | S | T | U | V | W _ __call__() (rm_lite.utils.fitting.StokesIModel method) __version__ (in module rm_lite._version) (in module rm_lite.tools_1d) (in module rm_lite.tools_3d) (in module rm_lite.utils) __version_tuple__ (in module rm_lite._version) _rmclean_nd() (in module rm_lite.utils.clean) _run_rmsynth() (in module rm_lite.tools_1d.rmsynth) _scale_bias_function() (in module rm_lite.utils.multiscale) A aic (rm_lite.utils.fitting.FitResult attribute) amplitude_fit (rm_lite.utils.fitting.FDFFitResult attribute) arange() (in module rm_lite.utils.arrays) B best_aic_func() (in module rm_lite.utils.fitting) buf (rm_lite.utils.logging.TqdmToLogger attribute) C calc_mom2_fdf() (in module rm_lite.utils.synthesis) calculate_sigma_add() (in module rm_lite.utils.synthesis) calculate_sigma_add_arr() (in module rm_lite.utils.synthesis) cdf (rm_lite.utils.synthesis.SigmaAddArrays attribute) cdf_percentile() (in module rm_lite.utils.synthesis) clean_fdf_arr (rm_lite.utils.clean.RMCleanResults attribute) clean_fdf_spectrum (rm_lite.utils.clean.CleanLoopResults attribute) (rm_lite.utils.clean.MinorLoopResults attribute) clean_iter_arr (rm_lite.utils.clean.RMCleanResults attribute) clean_parameters (rm_lite.tools_1d.rmclean.RMClean1DResults attribute) CleanLoopResults (class in rm_lite.utils.clean) complex_pol_arr (rm_lite.utils.synthesis.StokesData attribute) complex_pol_error (rm_lite.utils.synthesis.StokesData attribute) compute_rmsf_params() (in module rm_lite.utils.synthesis) compute_rmsynth_params() (in module rm_lite.utils.synthesis) compute_theoretical_noise() (in module rm_lite.utils.synthesis) convolve_fdf_scale() (in module rm_lite.utils.multiscale) create_fractional_spectra() (in module rm_lite.utils.synthesis) CustomFormatter (class in rm_lite.utils.logging) D d_lambda_sq_max_m2 (rm_lite.utils.synthesis.FWHM attribute) d_phi_radm2 (rm_lite.utils.synthesis.FDFOptions attribute) dirty_fdf_arr (rm_lite.utils.clean.RMSynthArrays attribute) do_fit_rmsf (rm_lite.utils.synthesis.FDFOptions attribute) do_fit_rmsf_real (rm_lite.utils.synthesis.FDFOptions attribute) DType (in module rm_lite.utils.arrays) (in module rm_lite.utils.clean) dynamic_fit() (in module rm_lite.utils.fitting) F faraday_simple_spectrum() (in module rm_lite.utils.synthesis) fdf_arrs (rm_lite.tools_1d.rmclean.RMClean1DResults attribute) (rm_lite.tools_1d.rmsynth.RMSynth1DResults attribute) fdf_dirty_cube (rm_lite.utils.synthesis.RMsynthResults attribute) fdf_error_noise (rm_lite.utils.synthesis.TheoreticalNoise attribute) fdf_mask_arr (rm_lite.utils.clean.RMSynthArrays attribute) fdf_parameters (rm_lite.tools_1d.rmclean.RMClean1DResults attribute) (rm_lite.tools_1d.rmsynth.RMSynth1DResults attribute) fdf_params_schema (in module rm_lite.utils.synthesis) fdf_params_schema_df (in module rm_lite.utils.synthesis) fdf_q_noise (rm_lite.utils.synthesis.TheoreticalNoise attribute) fdf_u_noise (rm_lite.utils.synthesis.TheoreticalNoise attribute) FDFFitResult (class in rm_lite.utils.fitting) FDFOptions (class in rm_lite.utils.synthesis) find_significant_scale() (in module rm_lite.utils.multiscale) fit_fdf() (in module rm_lite.utils.fitting) fit_result (rm_lite.utils.synthesis.FractionalSpectra attribute) fit_rmsf() (in module rm_lite.utils.fitting) fit_status_arr (rm_lite.utils.synthesis.RMSFResults attribute) fit_stokes_i_model() (in module rm_lite.utils.fitting) FitResult (class in rm_lite.utils.fitting) flush() (rm_lite.utils.logging.TqdmToLogger method) format() (rm_lite.utils.logging.CustomFormatter method) format_str (rm_lite.utils.logging.CustomFormatter attribute) FORMATS (rm_lite.utils.logging.CustomFormatter attribute) FractionalSpectra (class in rm_lite.utils.synthesis) freq_arr_hz (rm_lite.utils.synthesis.StokesData attribute) freq_to_lambda2() (in module rm_lite.utils.synthesis) FWHM (class in rm_lite.utils.synthesis) fwhm_rmsf_arr (rm_lite.utils.clean.RMSynthArrays attribute) (rm_lite.utils.synthesis.RMSFResults attribute) fwhm_rmsf_radm2 (rm_lite.utils.synthesis.FWHM attribute) fwhm_to_sigma() (in module rm_lite.utils.fitting) G gain (rm_lite.utils.clean.MinorLoopOptions attribute) (rm_lite.utils.clean.RMCleanOptions attribute) gaussian() (in module rm_lite.utils.fitting) gaussian_integrand() (in module rm_lite.utils.fitting) gaussian_scale_kernel_function() (in module rm_lite.utils.multiscale) GAUSSIAN_SIGMA_TO_FWHM (in module rm_lite.utils.fitting) get_fdf_parameters() (in module rm_lite.utils.synthesis) get_fwhm_rmsf() (in module rm_lite.utils.synthesis) get_logger() (in module rm_lite.utils.logging) get_mask_index() (in module rm_lite.utils.synthesis) get_rmsf_nufft() (in module rm_lite.utils.synthesis) H hanning() (in module rm_lite.utils.multiscale) I inverse_rmsynth_nufft() (in module rm_lite.utils.synthesis) iter_count (rm_lite.utils.clean.CleanLoopResults attribute) (rm_lite.utils.clean.MinorLoopResults attribute) K KERNEL_FUNCS (in module rm_lite.utils.multiscale) L lam_sq_0_m2 (rm_lite.utils.synthesis.RMSynthParams attribute) (rm_lite.utils.synthesis.RMsynthResults attribute) lambda2_to_freq() (in module rm_lite.utils.synthesis) lambda_sq_arr_m2 (rm_lite.utils.synthesis.RMSynthParams attribute) lambda_sq_range_m2 (rm_lite.utils.synthesis.FWHM attribute) level (rm_lite.utils.logging.TqdmToLogger attribute) logger (in module rm_lite.utils.logging) (rm_lite.utils.logging.TqdmToLogger attribute) M make_double_phi_arr() (in module rm_lite.utils.synthesis) make_phi_arr() (in module rm_lite.utils.synthesis) mask (rm_lite.utils.clean.MinorLoopOptions attribute) (rm_lite.utils.clean.RMCleanOptions attribute) mask_arr (rm_lite.utils.clean.RMCleanOptions attribute) max_iter (rm_lite.utils.clean.MinorLoopOptions attribute) (rm_lite.utils.clean.RMCleanOptions attribute) mean_fit (rm_lite.utils.fitting.FDFFitResult attribute) measure_fdf_complexity() (in module rm_lite.utils.synthesis) measure_qu_complexity() (in module rm_lite.utils.synthesis) minor_cycle() (in module rm_lite.utils.clean) minor_loop() (in module rm_lite.utils.clean) MinorLoopArrays (class in rm_lite.utils.clean) MinorLoopOptions (class in rm_lite.utils.clean) MinorLoopResults (class in rm_lite.utils.clean) model_fdf_arr (rm_lite.utils.clean.RMCleanResults attribute) model_fdf_spectrum (rm_lite.utils.clean.CleanLoopResults attribute) (rm_lite.utils.clean.MinorLoopResults attribute) model_rmsf_spectrum (rm_lite.utils.clean.MinorLoopResults attribute) module rm_lite rm_lite._version rm_lite.data rm_lite.data.tests rm_lite.tools_1d rm_lite.tools_1d.bwdepol rm_lite.tools_1d.bwpredict rm_lite.tools_1d.models_ns rm_lite.tools_1d.models_ns.m1 rm_lite.tools_1d.models_ns.m11 rm_lite.tools_1d.models_ns.m111 rm_lite.tools_1d.models_ns.m2 rm_lite.tools_1d.models_ns.m3 rm_lite.tools_1d.models_ns.m4 rm_lite.tools_1d.models_ns.m5 rm_lite.tools_1d.models_ns.m6 rm_lite.tools_1d.models_ns.m7 rm_lite.tools_1d.qufit rm_lite.tools_1d.rmclean rm_lite.tools_1d.rmsynth rm_lite.tools_3d rm_lite.tools_3d.fitcube rm_lite.tools_3d.peak_fit rm_lite.tools_3d.rescale_model rm_lite.tools_3d.rmclean rm_lite.tools_3d.rmsynth rm_lite.utils rm_lite.utils.arrays rm_lite.utils.clean rm_lite.utils.fitting rm_lite.utils.logging rm_lite.utils.multiscale rm_lite.utils.synthesis rm_lite.utils.types MSG (in module rm_lite.utils.multiscale) multiscale_cycle() (in module rm_lite.utils.multiscale) multiscale_minor_loop() (in module rm_lite.utils.multiscale) mutliscale_rmclean() (in module rm_lite.utils.multiscale) N n_samples (rm_lite.utils.synthesis.FDFOptions attribute) nd_to_two_d() (in module rm_lite.utils.arrays) no_nan_idx (rm_lite.utils.synthesis.FractionalSpectra attribute) P pcov (rm_lite.utils.fitting.FitResult attribute) pdf (rm_lite.utils.synthesis.SigmaAddArrays attribute) peak_find_arr (rm_lite.utils.clean.MinorLoopArrays attribute) phi_arr_radm2 (rm_lite.utils.clean.MinorLoopArrays attribute) (rm_lite.utils.clean.RMSynthArrays attribute) (rm_lite.utils.synthesis.RMSynthParams attribute) phi_double_arr_radm2 (rm_lite.utils.clean.MinorLoopArrays attribute) (rm_lite.utils.clean.RMSynthArrays attribute) (rm_lite.utils.synthesis.RMSFResults attribute) phi_max (rm_lite.utils.synthesis.RMSFParams attribute) phi_max_radm2 (rm_lite.utils.synthesis.FDFOptions attribute) phi_max_scale (rm_lite.utils.synthesis.RMSFParams attribute) polynomial() (in module rm_lite.utils.fitting) popt (rm_lite.utils.fitting.FitResult attribute) power_law() (in module rm_lite.utils.fitting) R resid_fdf_arr (rm_lite.utils.clean.RMCleanResults attribute) resid_fdf_spectrum (rm_lite.utils.clean.CleanLoopResults attribute) (rm_lite.utils.clean.MinorLoopResults attribute) resid_fdf_spectrum_mask (rm_lite.utils.clean.MinorLoopArrays attribute) (rm_lite.utils.clean.MinorLoopResults attribute) restore_fdf() (in module rm_lite.utils.clean) rm_lite module rm_lite._version module rm_lite.data module rm_lite.data.tests module rm_lite.tools_1d module rm_lite.tools_1d.bwdepol module rm_lite.tools_1d.bwpredict module rm_lite.tools_1d.models_ns module rm_lite.tools_1d.models_ns.m1 module rm_lite.tools_1d.models_ns.m11 module rm_lite.tools_1d.models_ns.m111 module rm_lite.tools_1d.models_ns.m2 module rm_lite.tools_1d.models_ns.m3 module rm_lite.tools_1d.models_ns.m4 module rm_lite.tools_1d.models_ns.m5 module rm_lite.tools_1d.models_ns.m6 module rm_lite.tools_1d.models_ns.m7 module rm_lite.tools_1d.qufit module rm_lite.tools_1d.rmclean module rm_lite.tools_1d.rmsynth module rm_lite.tools_3d module rm_lite.tools_3d.fitcube module rm_lite.tools_3d.peak_fit module rm_lite.tools_3d.rescale_model module rm_lite.tools_3d.rmclean module rm_lite.tools_3d.rmsynth module rm_lite.utils module rm_lite.utils.arrays module rm_lite.utils.clean module rm_lite.utils.fitting module rm_lite.utils.logging module rm_lite.utils.multiscale module rm_lite.utils.synthesis module rm_lite.utils.types module rmclean() (in module rm_lite.utils.clean) RMClean1DResults (class in rm_lite.tools_1d.rmclean) rmclean_arrs_schema (in module rm_lite.tools_1d.rmclean) rmclean_arrs_schema_df (in module rm_lite.tools_1d.rmclean) rmclean_scalar_schema (in module rm_lite.tools_1d.rmclean) rmclean_scalar_schema_df (in module rm_lite.tools_1d.rmclean) RMCleanOptions (class in rm_lite.utils.clean) RMCleanResults (class in rm_lite.utils.clean) rmsf_arr (rm_lite.utils.clean.RMSynthArrays attribute) rmsf_arrs (rm_lite.tools_1d.rmsynth.RMSynth1DResults attribute) rmsf_arrs_schema (in module rm_lite.tools_1d.rmsynth) rmsf_arrs_schema_df (in module rm_lite.tools_1d.rmsynth) rmsf_cube (rm_lite.utils.synthesis.RMSFResults attribute) rmsf_fwhm (rm_lite.utils.clean.MinorLoopArrays attribute) rmsf_fwhm_meas (rm_lite.utils.synthesis.RMSFParams attribute) rmsf_fwhm_theory (rm_lite.utils.synthesis.RMSFParams attribute) rmsf_spectrum (rm_lite.utils.clean.MinorLoopArrays attribute) RMSFParams (class in rm_lite.utils.synthesis) RMSFResults (class in rm_lite.utils.synthesis) RMSynth1DResults (class in rm_lite.tools_1d.rmsynth) rmsynth_nufft() (in module rm_lite.utils.synthesis) RMSynthArrays (class in rm_lite.utils.clean) RMSynthParams (class in rm_lite.utils.synthesis) RMsynthResults (class in rm_lite.utils.synthesis) rmsyth_arrs_schema (in module rm_lite.tools_1d.rmsynth) rmsyth_arrs_schema_df (in module rm_lite.tools_1d.rmsynth) run_rmclean_from_synth() (in module rm_lite.tools_1d.rmclean) run_rmsynth() (in module rm_lite.tools_1d.rmsynth) S scale_bias_function() (in module rm_lite.utils.multiscale) scale_bias_function_cornwell() (in module rm_lite.utils.multiscale) sigma_add (rm_lite.utils.synthesis.SigmaAdd attribute) sigma_add_arr (rm_lite.utils.synthesis.SigmaAddArrays attribute) sigma_add_arrays (rm_lite.utils.synthesis.SigmaAdd attribute) sigma_add_minus (rm_lite.utils.synthesis.SigmaAdd attribute) sigma_add_p (rm_lite.utils.synthesis.StokesSigmaAdd attribute) sigma_add_plus (rm_lite.utils.synthesis.SigmaAdd attribute) sigma_add_q (rm_lite.utils.synthesis.StokesSigmaAdd attribute) sigma_add_u (rm_lite.utils.synthesis.StokesSigmaAdd attribute) sigma_to_fwhm() (in module rm_lite.utils.fitting) SigmaAdd (class in rm_lite.utils.synthesis) SigmaAddArrays (class in rm_lite.utils.synthesis) start_iter (rm_lite.utils.clean.MinorLoopOptions attribute) static_fit() (in module rm_lite.utils.fitting) stddev_fit (rm_lite.utils.fitting.FDFFitResult attribute) stokes_data (rm_lite.utils.synthesis.FractionalSpectra attribute) stokes_i_arr (rm_lite.utils.synthesis.StokesData attribute) stokes_i_arrs (rm_lite.tools_1d.rmsynth.RMSynth1DResults attribute) stokes_i_arrs_schema (in module rm_lite.tools_1d.rmsynth) stokes_i_arrs_schema_df (in module rm_lite.tools_1d.rmsynth) stokes_i_error_arr (rm_lite.utils.synthesis.StokesData attribute) stokes_i_model_arr (rm_lite.utils.synthesis.StokesData attribute) stokes_i_model_error (rm_lite.utils.synthesis.StokesData attribute) stokes_i_model_func (rm_lite.utils.fitting.FitResult attribute) StokesData (class in rm_lite.utils.synthesis) StokesIModel (class in rm_lite.utils.fitting) StokesSigmaAdd (class in rm_lite.utils.synthesis) T T (in module rm_lite.utils.synthesis) T_C (in module rm_lite.utils.types) T_F (in module rm_lite.utils.types) tapered_quad_kernel_function() (in module rm_lite.utils.multiscale) TheoreticalNoise (class in rm_lite.utils.synthesis) threshold (rm_lite.utils.clean.MinorLoopOptions attribute) (rm_lite.utils.clean.RMCleanOptions attribute) TQDM_OUT (in module rm_lite.utils.arrays) (in module rm_lite.utils.clean) (in module rm_lite.utils.multiscale) TqdmToLogger (class in rm_lite.utils.logging) two_d_to_nd() (in module rm_lite.utils.arrays) U unit_centred_gaussian() (in module rm_lite.utils.fitting) unit_gaussian() (in module rm_lite.utils.fitting) update_mask (rm_lite.utils.clean.MinorLoopOptions attribute) V version (in module rm_lite._version) version_tuple (in module rm_lite._version) W weight_arr (rm_lite.utils.synthesis.RMSynthParams attribute) weight_type (rm_lite.utils.synthesis.FDFOptions attribute) with_options() (rm_lite.utils.clean.MinorLoopArrays method) (rm_lite.utils.clean.MinorLoopOptions method) (rm_lite.utils.clean.RMCleanResults method) (rm_lite.utils.synthesis.StokesData method) (rm_lite.utils.synthesis.TheoreticalNoise method) write() (rm_lite.utils.logging.TqdmToLogger method)