Index B | C | D | E | G | I | J | K | M | P | R | S | V | X | Y B brine module BRINE (class in brine.brine) brine.algorithm module brine.brine module brine.dyson_equalizer module brine.examples module brine.openml module brine.plots module brine.validation module BrineIterationStatistics (class in brine.brine) C compute() (brine.dyson_equalizer.DysonEqualizer method) compute_alpha() (in module brine.brine) compute_iteratively() (brine.dyson_equalizer.DysonEqualizer method) compute_low_rank_approximation_mp() (in module brine.algorithm) compute_scaling_factors() (in module brine.algorithm) D delta_Y_hat (brine.dyson_equalizer.IterationStatistics attribute) DysonEqualizer (class in brine.dyson_equalizer) E estimate_sigma() (in module brine.algorithm) G generate_X() (in module brine.examples) generate_Y_with_almost_homoskedastic_noise() (in module brine.examples) generate_Y_with_block_variance_profile() (in module brine.examples) generate_Y_with_heteroskedastic_noise() (in module brine.examples) get_or_compute_brine() (in module brine.openml) get_or_compute_dyson() (in module brine.openml) get_or_fetch_openml_dataset() (in module brine.openml) I iteration_statistics (brine.brine.BRINE attribute) (brine.dyson_equalizer.DysonEqualizer attribute) IterationStatistics (class in brine.dyson_equalizer) J J (brine.brine.BrineIterationStatistics attribute) K ks_pvalue (brine.dyson_equalizer.IterationStatistics property) ks_pvalue_Y() (brine.dyson_equalizer.DysonEqualizer method) ks_pvalue_Y_hat() (brine.dyson_equalizer.DysonEqualizer method) ks_Y() (brine.dyson_equalizer.DysonEqualizer method) ks_Y_hat() (brine.dyson_equalizer.DysonEqualizer method) kstest_result (brine.dyson_equalizer.IterationStatistics attribute) M marchenko_pastur() (in module brine.algorithm) marchenko_pastur_cdf() (in module brine.algorithm) marchenko_pastur_percentile() (in module brine.algorithm) module brine brine.algorithm brine.brine brine.dyson_equalizer brine.examples brine.openml brine.plots brine.validation P plot_mp_cdf() (in module brine.plots) plot_mp_cdf_Y_hat() (brine.dyson_equalizer.DysonEqualizer method) plot_mp_density() (in module brine.plots) plot_mp_density_convergence() (brine.brine.BRINE method) (in module brine.plots) plot_mp_density_Y() (brine.dyson_equalizer.DysonEqualizer method) plot_mp_density_Y_hat() (brine.dyson_equalizer.DysonEqualizer method) plot_mp_eigenvalues() (in module brine.plots) plot_mp_eigenvalues_and_densities() (brine.dyson_equalizer.DysonEqualizer method) plot_mp_eigenvalues_Y() (brine.dyson_equalizer.DysonEqualizer method) plot_mp_eigenvalues_Y_hat() (brine.dyson_equalizer.DysonEqualizer method) R r_hat (brine.dyson_equalizer.DysonEqualizer attribute) run() (brine.brine.BRINE method) S S (brine.brine.BrineIterationStatistics attribute) (brine.dyson_equalizer.DysonEqualizer attribute) S_hat (brine.dyson_equalizer.DysonEqualizer attribute) scale_matrix() (in module brine.algorithm) solve_dyson_equation() (in module brine.algorithm) V validate_matrix() (in module brine.validation) validate_svd() (in module brine.validation) X X_bar (brine.dyson_equalizer.DysonEqualizer attribute) x_hat (brine.dyson_equalizer.DysonEqualizer attribute) x_hat_mean (brine.dyson_equalizer.IterationStatistics attribute) x_scale (brine.brine.BRINE attribute) Y Y (brine.dyson_equalizer.DysonEqualizer attribute) Y_hat (brine.dyson_equalizer.DysonEqualizer attribute) y_hat (brine.dyson_equalizer.DysonEqualizer attribute) y_hat_mean (brine.dyson_equalizer.IterationStatistics attribute) y_scale (brine.brine.BRINE attribute)