Note
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Bayesian Methods for Hackers style sheet#
This example demonstrates the style used in the Bayesian Methods for Hackers[1] online book.
[1]http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
importmatplotlib.pyplotaspltimportnumpyasnp# Fixing random state for reproducibilitynp.random.seed(19680801)plt.style.use('bmh')defplot_beta_hist(ax,a,b):ax.hist(np.random.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")plt.show()