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svisak/prettyplease
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Create eye-pleasing cornerplots (and maybe other types of plots in the future). Usage example(s): import numpy as np import prettyplease # Generate some example data rng = np.random.default_rng() n_samples = 100000 n_dim = 4 x = rng.normal(1.618, 0.2, size=(n_samples, n_dim)) # x is an ndarray of shape (n_samples, n_dim) # With default settings fig = prettyplease.corner(x) fig.savefig('default.pdf', bbox_inches='tight') # With some customization labels = [rf'$\theta_{i}$' for i in range(n_dim)] fig = prettyplease.corner(x, bins=30, labels=labels, plot_estimates=True, colors='red', n_uncertainty_digits=4, title_loc='center', figsize=(7,7)) fig.savefig('custom.pdf', bbox_inches='tight')
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