add community page, other minor changes

Author: martinacantaro

docs/pymc_logo.jpeg

@@ -1,182 +1,56 @@
-# Learn Bayesian statistics
+# Community
 
-## ...with others!
+Interact with others in the PyMC world
 
-:::{list-table}
-:header-rows: 0
-:widths: 10 150
+## Events
 
-* - {fa}`discourse,fa-2x,style=fab`
-  - [Discourse Forum](https://discourse.pymc.io/)
+### Journal Club
 
-    The PyMC3 discourse forum is a great place to ask general questions about Bayesian statistics, or more specific ones about PyMC3 usage.
-* - {fa}`meetup,fa-2x,style=fab`
-  - Conferences
+Every month the PyMC developers meet virtually to talk about a recent or particularly interesting article. 
 
-    PyMC3 talks have been given at a number of conferences, including [PyCon](https://us.pycon.org/),
-    [PyData](https://pydata.org/events/), and [ODSC](https://odsc.com/) events.
-* - {fa}`python,fa-2x,style=fab`
-  - [Meetup Groups](https://www.meetup.com/)
+Find out more [here](https://discourse.pymc.io/c/journal-club/9)!
 
-    Many areas have an local Bayesian, PyData, or Stan meetup.
-:::
-
-## ...with a video!
-
-:::{list-table}
-:header-rows: 0
-:widths: 10 150
-
-* - {fa}`youtube,fa-2x,style=fab`
-  - [YouTube Playlist](https://www.youtube.com/playlist?list=PL1Ma_1DBbE82OVW8Fz_6Ts1oOeyOAiovy)
-
-    There is an actively curated playlist of PyMC3 talks on YouTube.
-* - {fa}`youtube,fa-2x,style=fab`
-  - [Advance Bayesian Modelling with PyMC3](https://github.com/junpenglao/advance-bayesian-modelling-with-PyMC3)
-
-    A two days advance workshop in May 2018 @CEAi in the Czech Republic.
-:::
-
-## ...with a book!
-
-::::{panels}
-:column: col-lg-4 col-md-4
 
----
-:img-top: https://camo.githubusercontent.com/4a0aca82ca82efab71747d00db30f3a68de98e82/687474703a2f2f692e696d6775722e636f6d2f36444b596250622e706e673f31
+### PyMCon
 
-Bayesian Methods for Hackers
+Check out information about our past conference, [PyMCon 2020](https://pymcon.com)
 
-*Cameron Davidson-Pilon*
-^^^^^^^^
+The next edition will likely be held in 2022. Follow us on Twitter for announcements!
 
-Fantastic book with many applied code examples.
 
-:::{list-table}
-:header-rows: 0
-:widths: 4 60
-
-* - [{fa}`link`][hackers source]
-  - [Github Repo][hackers source]
-* - [{fa}`link`][hackers homepage]
-  - [Project Homepage][hackers homepage]
-:::
-
----
-:img-top: https://lh3.googleusercontent.com/qU5yWpiVSkujyCnRZhQo8cBUrW_3e_7Cx4jEs5yfpmMbEEuDnxTGOELhy2x7F7qkwFwQJ4pFYNszZhNpN1jCSdrdHsVUHtf1Mg6F8qwb3SQe1TDE=w1280
-
-Doing Bayesian Data Analysis
-
-*John Kruschke*
-^^^^^^^^
-
-Principled introduction to Bayesian data analysis.
-
-:::{list-table}
-:header-rows: 0
-:widths: 4 60
-
-* - [{fa}`link`][dbda website]
-  - [Book Website][dbda website]
-* - [{fa}`link`][dbda 1st ed nb]
-  - [PyMC3 notebooks for *first edition*][dbda 1st ed nb]
-* - [{fa}`link`][dbda 2nd ed nb]
-  - [PyMC3 notebooks for *second edition*][dbda 2nd ed nb]
-:::
+## Code of Conduct
 
----
-:img-top: http://xcelab.net/rm/wp-content/uploads/2012/01/9781482253443-191x300.jpg
+In the interest of fostering an open and welcoming environment, we as contributors and maintainers pledge to making participation in our project and our community a harassment-free experience for everyone, regardless of age, body size, disability, ethnicity, sex characteristics, gender identity and expression, level of experience, education, socio-economic status, nationality, personal appearance, race, religion, or sexual identity and orientation.
 
-Statistical Rethingking
+Read more and find out how to report an issue [here](https://github.com/pymc-devs/pymc/blob/main/CODE_OF_CONDUCT.md).
 
-*Richard McElreath*
-^^^^^^^^
+## Twitter
 
-A Bayesian Course with Examples in R and Stan.
+::::{card}
+:text-align: center
 
-:::{list-table}
-:header-rows: 0
-:widths: 4 60
+:::{raw} html
 
-* - [{fa}`link`][rethinking website]
-  - [Book Website][rethinking website]
-* - [{fa}`link`][rethinking port]
-  - [PyMC3 port of the code][rethinking port]
+  <a class="twitter-timeline" data-width="300" data-height="500" data-dnt="true" href="https://twitter.com/pymc_devs?ref_src=twsrc%5Etfw">Tweets by pymc_devs</a> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
 :::
+::::
 
----
-:img-top: https://raw.githubusercontent.com/aloctavodia/BAP/master/Cover.png
-
-Bayesian Analysis with Python
+::::{grid} 2
+:gutter: 3 3 4 5
 
-*Osvaldo Martin*
-^^^^^^^^
+:::{grid-item-card} Need help?
+[Ask a question!](https://discourse.pymc.io/)
 
-A great introductory book written by a maintainer of PyMC3.
+[Read the User Docs]()
 
-:::{list-table}
-:header-rows: 0
-:widths: 4 60
+[Read the Developer Docs]()
 
-* - [{fa}`link`][bap website]
-  - [Book Website][bap website]
-* - [{fa}`link`][bap code]
-  - [Code and errata in PyMC3][bap code]
 :::
+:::{grid-item-card} Around the web
+[Github](https://github.com/pymc-devs)
 
----
-:img-top: https://images-na.ssl-images-amazon.com/images/I/51K33XI2I8L._SX330_BO1,204,203,200_.jpg
-
-Bayesian Cognitive Modeling: A Practical Course
-
-*Michael Lee and Eric-Jan Wagenmakers*
-^^^^^^^^
-
-Focused on using Bayesian statistics in cognitive modeling.
+[Twitter](http://https://twitter.com/pymc_devs)
 
-:::{list-table}
-:header-rows: 0
-:widths: 4 60
-
-* - [{fa}`link`][bcm website]
-  - [Book Website][bcm website]
-* - [{fa}`link`][bcm code]
-  - [PyMC3 implementation][bcm code]
+[Discourse](https://discourse.pymc.io/)
 :::
-
----
-:img-top: http://www.stat.columbia.edu/~gelman/book/bda_cover.png
-
-Bayesian Data Analysis
-
-*Andrew Gelman, John Carlin, Hal Stern, David Dunson, Aki Vehtari, and Donald Rubin*
-^^^^^^^^
-
-A comprehensive, standard, and wonderful textbook on Bayesian methods.
-
-:::{list-table}
-:header-rows: 0
-:widths: 4 60
-
-* - [{fa}`link`][bda3 website]
-  - [Book Website][bda3 website]
-* - [{fa}`link`][bda3 port]
-  - [Examples and exercises implemented in PyMC3][bda3 port]
-:::
-
-::::
-
-
-[hackers source]: https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
-[hackers homepage]: http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
-[dbda website]: https://sites.google.com/site/doingbayesiandataanalysis/home
-[dbda 1st ed nb]: https://github.com/aloctavodia/Doing_bayesian_data_analysis
-[dbda 2nd ed nb]: https://github.com/JWarmenhoven/DBDA-python
-[rethinking website]: http://xcelab.net/rm/statistical-rethinking/
-[rethinking port]: https://github.com/pymc-devs/resources/tree/master/Rethinking
-[bap website]: https://www.packtpub.com/big-data-and-business-intelligence/bayesian-analysis-python-second-edition
-[bap code]: https://github.com/aloctavodia/BAP
-[bcm website]: https://bayesmodels.com/
-[bcm code]: https://github.com/pymc-devs/resources/tree/master/BCM
-[bda3 website]: https://www.stat.columbia.edu/~gelman/book/
-[bda3 port]: https://github.com/pymc-devs/resources/tree/master/BDA3
+::::

docs/source/community.md

@@ -19,7 +19,6 @@
 import os
 import sys
 
-
 # If extensions (or modules to document with autodoc) are in another directory,
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.

docs/source/conf.py

@@ -1,5 +1,7 @@
 # Installation guide
 
+## Installing PyMC 4.0
+
 To install PyMC 4.0, select the operating system where you want to perform the installation.
 
 ::::{tab-set}