import matplotlib.pyplot as plt
import numpy as np
from brine.dyson_equalizer import DysonEqualizer
from brine.examples import generate_Y_with_almost_homoskedastic_noise

Y = generate_Y_with_almost_homoskedastic_noise()
de = DysonEqualizer(Y).compute()
de.plot_mp_eigenvalues_and_densities(show_only_significant=1)