From 10ae2d0a90f55638efad9ec5781eba76be5b0c24 Mon Sep 17 00:00:00 2001 From: Osvaldo A Martin Date: Thu, 4 Jul 2024 17:33:57 -0300 Subject: [PATCH] add Multivariate images to distribution gallery (#489) * add MV img * remove placeholder --- docs/examples/img/Dirichlet.png | Bin 0 -> 66344 bytes docs/examples/img/MvNormal.png | Bin 0 -> 98109 bytes docs/examples/img/placeholder.png | Bin 25522 -> 0 bytes docs/gallery_content.rst | 4 ++-- docs/get_cover_gallery_multivariate.py | 27 +++++++++++++++++++++++++ 5 files changed, 29 insertions(+), 2 deletions(-) create mode 100644 docs/examples/img/Dirichlet.png create mode 100644 docs/examples/img/MvNormal.png delete mode 100644 docs/examples/img/placeholder.png create mode 100644 docs/get_cover_gallery_multivariate.py diff --git a/docs/examples/img/Dirichlet.png b/docs/examples/img/Dirichlet.png new file mode 100644 index 0000000000000000000000000000000000000000..0e50befea3bdeaa599ec73d040f59440ddc346ce GIT binary patch literal 66344 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none :class-card: example-gallery - .. image:: examples/img/placeholder.png + .. image:: examples/img/MvNormal.png :alt: Multivariate Normal +++ diff --git a/docs/get_cover_gallery_multivariate.py b/docs/get_cover_gallery_multivariate.py new file mode 100644 index 00000000..27a196cb --- /dev/null +++ b/docs/get_cover_gallery_multivariate.py @@ -0,0 +1,27 @@ +# pylint: disable=invalid-name +import matplotlib.pyplot as plt +import arviz as az +import numpy as np +from preliz import Dirichlet, MvNormal + +az.style.use("arviz-doc") + +w = 1834 / 300 +h = 1234 / 300 + +mu = [0.0, 0] +sigma = np.array([[1, 1], [1, 1.5]]) +_, ax = plt.subplots() +ax = MvNormal(mu, sigma).plot_pdf(marginals=False, legend=False, ax=ax) +ax.set_xticks([]) +ax.set_yticks([]) +ax.spines[["left", "bottom"]].set_visible(False) +plt.savefig(f"examples/img/MvNormal.png") + +_, ax = plt.subplots(figsize=(w, h)) +ax = Dirichlet([5, 5, 5]).plot_pdf(marginals=False, legend=None, ax=ax) +ax.get_lines()[0].set_alpha(0) +ax.set_xticks([]) +ax.set_yticks([]) +ax.spines[["left", "bottom"]].set_visible(False) +plt.savefig(f"examples/img/Dirichlet.png")