Matplotlib styles#

API documentation: No API Documentation available

Matplotlib

Python source code: [download source: matplotlib/mpl_styles.py]

import matplotlib.pyplot as plt
import numpy as np
from scipy import stats

import arviz as az

x = np.linspace(0, 1, 100)
dist = stats.beta(2, 5).pdf(x)

style_list = [
    "default",
    ["default", "arviz-colors"],
    "arviz-darkgrid",
    "arviz-whitegrid",
    "arviz-white",
    "arviz-grayscale",
    ["arviz-white", "arviz-redish"],
    ["arviz-white", "arviz-bluish"],
    ["arviz-white", "arviz-orangish"],
    ["arviz-white", "arviz-brownish"],
    ["arviz-white", "arviz-purplish"],
    ["arviz-white", "arviz-cyanish"],
    ["arviz-white", "arviz-greenish"],
    ["arviz-white", "arviz-royish"],
    ["arviz-white", "arviz-viridish"],
    ["arviz-white", "arviz-plasmish"],
]

fig = plt.figure(figsize=(12, 25))
for idx, style in enumerate(style_list):
    with az.style.context(style, after_reset=True):
        ax = fig.add_subplot(9, 2, idx + 1, label=idx)
        for i in range(10):
            ax.plot(x, dist - i, f"C{i}", label=f"C{i}")
        ax.set_title(style)
        ax.set_xlabel("x")
        ax.set_ylabel("f(x)", rotation=0, labelpad=15)
plt.tight_layout()

plt.show()

Violin plot

User Guide