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Bayesian Methods for Hackers style sheetΒΆ

This example demonstrates the style used in the Bayesian Methods for Hackers [1] online book.

from numpy.random import beta
import matplotlib.pyplot as plt'bmh')

def plot_beta_hist(ax, a, b):
    ax.hist(beta(a, b, size=10000), histtype="stepfilled",
            bins=25, alpha=0.8, density=True)

fig, ax = plt.subplots()
plot_beta_hist(ax, 10, 10)
plot_beta_hist(ax, 4, 12)
plot_beta_hist(ax, 50, 12)
plot_beta_hist(ax, 6, 55)
ax.set_title("'bmh' style sheet")

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