Plotting

Visualization tools for ABC results.

Prior Visualization

draw_prior

Draw samples from prior and visualize distributions.

approxbayescomp.plot.draw_prior(prior, axs, color='tab:purple')

Posterior Visualization

plot_posteriors

Plot posterior distributions from ABC populations.

approxbayescomp.plot.plot_posteriors(fit, prior, subtitles=[], refLines=None, figsize=(5.0, 2.0), dpi=350, refStyle={'color': 'black', 'linestyle': '--'}, removeYAxis=None)

weighted_distplot

Plot weighted distribution (histogram/KDE) for ABC particles.

approxbayescomp.plot.weighted_distplot(data, weights, ax=None, cut=3, clip=(-np.inf, np.inf), seed=1, repeats=10, hist=True, despine=True)