iq_readout.pdfs.simple_1d_gaussian_double_mixture

simple_1d_gaussian_double_mixture(x, mu_0, mu_1, sigma, angle)

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:

probnp.ndarray(…)

Values of the probability density function.