sheap.Utils package

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• sheap.Utils.extras package
  • sheap.Utils.extras.SheapSpectralList module
  • sheap.Utils.extras.can_be_usefull module
    • build_cube_from_fits_header_comments()
    • resample_to_log_lambda_npinterp()

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• sheap.Utils.BasicFunctions module
  • Basic Functions
    • Functions
  • kms_to_wl()
  • vac_to_air()
  • wl_to_kms()
• sheap.Utils.Constants module
  • Constants and Configuration
    • DEFAULT_C_KMS
    • cm_per_mpc
    • DEFAULT_LIMITS
    • SINGLE_EPOCH_ESTIMATORS
    • BOL_CORRECTIONS
    • Functions
  • cm_per_mpc
  • read_yaml()
  • DEFAULT_C_KMS
• sheap.Utils.Interp_tools module
  • cubic_spline_coefficients()
  • interpolate_nans()
  • replaze_nan_interpolation()
  • spline_eval()
  • vmap_interp()
• sheap.Utils.Paper module
  • log10_to_linear()
  • median_with_errors()
  • posterior_extraction()
  • mad_std()
  • median_abs_deviation()
  • concordance_ccc()
  • band_stats()
  • summarize()
  • concordance_corrcoef()
  • agreement_stats()
  • errors_to_logspace()
  • weighted_quantile()
  • weighted_median()
  • weighted_nmad()
  • plot_ratio_with_sn()
  • extract_data()
  • plot_ratio_histogram()
  • plot_logdex_agreement()
  • compare_xy_stats()
  • compare_from_data_dict()
  • summary_similarity()
  • bins_centered_on_zero()
  • compare_res()
  • add_colorbar_from_dict()
  • plot_main_plot_panel()
  • plot_main_plot_subplots()
• sheap.Utils.PathsFunctions module
  • Cross-matching spectra with metadata
    • Functions
  • cross_pandas_spectra()
  • cross_pandas_spectra_desi()
• sheap.Utils.SpectralReaders module
  • FITS Spectrum Readers
    • Readers
    • Batching / Parallel utilities
  • batched_reader()
  • fits_reader_desi()
  • fits_reader_pyqso()
  • fits_reader_sdss()
  • fits_reader_simulation()
  • parallel_reader()
  • sequential_reader()
• sheap.Utils.UncertaintyFunction module
  • Uncertainty Estimation via Residuals
    • Main Features
    • Public API
  • Errorfromloop()
  • error_covariance_matrix()
  • error_for_loop_s()
  • make_residuals_free_fn()
  • residuals()
• sheap.Utils.Vocalisations module
  • sounds()