ArviZ showcase on Bokeh home page

[pavithraes]

Hi! I'm a part of the Bokeh core team. We'd love to feature ArviZ in the user showcase section on bokeh.org, and we want to make sure the ArviZ community is willing and fine with this. :)

[OriolAbril]

That sounds amazing! Is there anything we have to do?

[pavithraes]

Yay, thanks!

Well, it'll be great if you can provide/point us to a bokeh plot you like (from the example gallery perhaps?), and share 2-4 sentences about ArviZ that we can add to the showcase.

We're also more than happy to do this ourselves, i.e., find/create an image and write the copy, if that's fine with you and the team!

[OriolAbril]

Perhaps one of the "plot_pair" examples?

• https://arviz-devs.github.io/arviz/examples/plot_pair_hex.html
• https://arviz-devs.github.io/arviz/examples/plot_pair_kde.html
• https://arviz-devs.github.io/arviz/examples/plot_pair_kde_hdi.html
• https://arviz-devs.github.io/arviz/examples/plot_pair_point_estimate.html

Anything that catches your eye from the example gallery should work perfectly too, don't feel tied to this.

As for summary sentences something along the lines of:

ArviZ is a community-led package for exploratory analysis of Bayesian models in Python.

It Includes functions for posterior analysis, data storage, sample diagnostics, model checking, and comparison. The goal is to provide backend-agnostic tools for diagnostics and visualizations of Bayesian inference.

[pavithraes]

I love it, thank you so much!

[pavithraes]

It's been added: https://bokeh.org/

Thanks again!