hari_plotter.distributions module

hari_plotter.distributions.generate_mixture_of_gaussians(n_samples, number_of_peaks, opinion_limits=(-1, 1), mean_opinion=0.5, size_of_each_peak=None, seed=None)

Generates a mixture of Gaussians.

Parameters:

• n_samples – int, number of samples to be drawn.

• number_of_peaks – int, number of peaks or Gaussian components.

• opinion_limits – tuple(float, float), range of the opinions.

• mean_opinion – float, mean opinion.

• size_of_each_peak – List[int], size of each peak.

• seed – int, random seed.

Returns:

np.array, generated opinions.