iq_readout.pdfs.simple_1d_gaussian_double_mixture#

simple_1d_gaussian_double_mixture(x, mu_0, mu_1, sigma, angle)[source]#

Probability density function corresponding to the sum of two 1D Gaussians with the same standard deviation.

It has mean mu_0 and mu_1, and standard deviation sigma.

Parameters:

xnp.ndarray(…): Points in the 1D space.
mu_0: Mean for the first Gaussian.
mu_1: Mean for the second Gaussian.
sigma: Standard deviation of the two coordinates for both Gaussians.
angle: Weight of the first Gaussian is sin(angle)**2 and of the second Gaussian is cos(angle)**2 to ensure that the probability density function is normalized.

Returns: