|
1 |
| -# Learn Bayesian statistics |
| 1 | +# Community |
2 | 2 |
|
3 |
| -## ...with others! |
| 3 | +Interact with others in the PyMC world |
4 | 4 |
|
5 |
| -:::{list-table} |
6 |
| -:header-rows: 0 |
7 |
| -:widths: 10 150 |
| 5 | +## Events |
8 | 6 |
|
9 |
| -* - {fa}`discourse,fa-2x,style=fab` |
10 |
| - - [Discourse Forum](https://discourse.pymc.io/) |
| 7 | +### Journal Club |
11 | 8 |
|
12 |
| - The PyMC3 discourse forum is a great place to ask general questions about Bayesian statistics, or more specific ones about PyMC3 usage. |
13 |
| -* - {fa}`meetup,fa-2x,style=fab` |
14 |
| - - Conferences |
| 9 | +Every month the PyMC developers meet virtually to talk about a recent or particularly interesting article. |
15 | 10 |
|
16 |
| - PyMC3 talks have been given at a number of conferences, including [PyCon](https://us.pycon.org/), |
17 |
| - [PyData](https://pydata.org/events/), and [ODSC](https://odsc.com/) events. |
18 |
| -* - {fa}`python,fa-2x,style=fab` |
19 |
| - - [Meetup Groups](https://www.meetup.com/) |
| 11 | +Find out more [here](https://discourse.pymc.io/c/journal-club/9)! |
20 | 12 |
|
21 |
| - Many areas have an local Bayesian, PyData, or Stan meetup. |
22 |
| -::: |
23 |
| - |
24 |
| -## ...with a video! |
25 |
| - |
26 |
| -:::{list-table} |
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| -:header-rows: 0 |
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| -:widths: 10 150 |
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| - |
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| -* - {fa}`youtube,fa-2x,style=fab` |
31 |
| - - [YouTube Playlist](https://www.youtube.com/playlist?list=PL1Ma_1DBbE82OVW8Fz_6Ts1oOeyOAiovy) |
32 |
| - |
33 |
| - There is an actively curated playlist of PyMC3 talks on YouTube. |
34 |
| -* - {fa}`youtube,fa-2x,style=fab` |
35 |
| - - [Advance Bayesian Modelling with PyMC3](https://github.com/junpenglao/advance-bayesian-modelling-with-PyMC3) |
36 |
| - |
37 |
| - A two days advance workshop in May 2018 @CEAi in the Czech Republic. |
38 |
| -::: |
39 |
| - |
40 |
| -## ...with a book! |
41 |
| - |
42 |
| -::::{panels} |
43 |
| -:column: col-lg-4 col-md-4 |
44 | 13 |
|
45 |
| ---- |
46 |
| -:img-top: https://camo.githubusercontent.com/4a0aca82ca82efab71747d00db30f3a68de98e82/687474703a2f2f692e696d6775722e636f6d2f36444b596250622e706e673f31 |
| 14 | +### PyMCon |
47 | 15 |
|
48 |
| -Bayesian Methods for Hackers |
| 16 | +Check out information about our past conference, [PyMCon 2020](https://pymcon.com) |
49 | 17 |
|
50 |
| -*Cameron Davidson-Pilon* |
51 |
| -^^^^^^^^ |
| 18 | +The next edition will likely be held in 2022. Follow us on Twitter for announcements! |
52 | 19 |
|
53 |
| -Fantastic book with many applied code examples. |
54 | 20 |
|
55 |
| -:::{list-table} |
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| -:header-rows: 0 |
57 |
| -:widths: 4 60 |
58 |
| - |
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| -* - [{fa}`link`][hackers source] |
60 |
| - - [Github Repo][hackers source] |
61 |
| -* - [{fa}`link`][hackers homepage] |
62 |
| - - [Project Homepage][hackers homepage] |
63 |
| -::: |
64 |
| - |
65 |
| ---- |
66 |
| -:img-top: https://lh3.googleusercontent.com/qU5yWpiVSkujyCnRZhQo8cBUrW_3e_7Cx4jEs5yfpmMbEEuDnxTGOELhy2x7F7qkwFwQJ4pFYNszZhNpN1jCSdrdHsVUHtf1Mg6F8qwb3SQe1TDE=w1280 |
67 |
| - |
68 |
| -Doing Bayesian Data Analysis |
69 |
| - |
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| -*John Kruschke* |
71 |
| -^^^^^^^^ |
72 |
| - |
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| -Principled introduction to Bayesian data analysis. |
74 |
| - |
75 |
| -:::{list-table} |
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| -:header-rows: 0 |
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| -:widths: 4 60 |
78 |
| - |
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| -* - [{fa}`link`][dbda website] |
80 |
| - - [Book Website][dbda website] |
81 |
| -* - [{fa}`link`][dbda 1st ed nb] |
82 |
| - - [PyMC3 notebooks for *first edition*][dbda 1st ed nb] |
83 |
| -* - [{fa}`link`][dbda 2nd ed nb] |
84 |
| - - [PyMC3 notebooks for *second edition*][dbda 2nd ed nb] |
85 |
| -::: |
| 21 | +## Code of Conduct |
86 | 22 |
|
87 |
| ---- |
88 |
| -:img-top: http://xcelab.net/rm/wp-content/uploads/2012/01/9781482253443-191x300.jpg |
| 23 | +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. |
89 | 24 |
|
90 |
| -Statistical Rethingking |
| 25 | +Read more and find out how to report an issue [here](https://github.com/pymc-devs/pymc/blob/main/CODE_OF_CONDUCT.md). |
91 | 26 |
|
92 |
| -*Richard McElreath* |
93 |
| -^^^^^^^^ |
| 27 | +## Twitter |
94 | 28 |
|
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| -A Bayesian Course with Examples in R and Stan. |
| 29 | +::::{card} |
| 30 | +:text-align: center |
96 | 31 |
|
97 |
| -:::{list-table} |
98 |
| -:header-rows: 0 |
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| -:widths: 4 60 |
| 32 | +:::{raw} html |
100 | 33 |
|
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| -* - [{fa}`link`][rethinking website] |
102 |
| - - [Book Website][rethinking website] |
103 |
| -* - [{fa}`link`][rethinking port] |
104 |
| - - [PyMC3 port of the code][rethinking port] |
| 34 | + <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> |
105 | 35 | :::
|
| 36 | +:::: |
106 | 37 |
|
107 |
| ---- |
108 |
| -:img-top: https://raw.githubusercontent.com/aloctavodia/BAP/master/Cover.png |
109 |
| - |
110 |
| -Bayesian Analysis with Python |
| 38 | +::::{grid} 2 |
| 39 | +:gutter: 3 3 4 5 |
111 | 40 |
|
112 |
| -*Osvaldo Martin* |
113 |
| -^^^^^^^^ |
| 41 | +:::{grid-item-card} Need help? |
| 42 | +[Ask a question!](https://discourse.pymc.io/) |
114 | 43 |
|
115 |
| -A great introductory book written by a maintainer of PyMC3. |
| 44 | +[Read the User Docs]() |
116 | 45 |
|
117 |
| -:::{list-table} |
118 |
| -:header-rows: 0 |
119 |
| -:widths: 4 60 |
| 46 | +[Read the Developer Docs]() |
120 | 47 |
|
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| -* - [{fa}`link`][bap website] |
122 |
| - - [Book Website][bap website] |
123 |
| -* - [{fa}`link`][bap code] |
124 |
| - - [Code and errata in PyMC3][bap code] |
125 | 48 | :::
|
| 49 | +:::{grid-item-card} Around the web |
| 50 | +[Github](https://github.com/pymc-devs) |
126 | 51 |
|
127 |
| ---- |
128 |
| -:img-top: https://images-na.ssl-images-amazon.com/images/I/51K33XI2I8L._SX330_BO1,204,203,200_.jpg |
129 |
| - |
130 |
| -Bayesian Cognitive Modeling: A Practical Course |
131 |
| - |
132 |
| -*Michael Lee and Eric-Jan Wagenmakers* |
133 |
| -^^^^^^^^ |
134 |
| - |
135 |
| -Focused on using Bayesian statistics in cognitive modeling. |
| 52 | +[Twitter](http://https://twitter.com/pymc_devs) |
136 | 53 |
|
137 |
| -:::{list-table} |
138 |
| -:header-rows: 0 |
139 |
| -:widths: 4 60 |
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| - |
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| -* - [{fa}`link`][bcm website] |
142 |
| - - [Book Website][bcm website] |
143 |
| -* - [{fa}`link`][bcm code] |
144 |
| - - [PyMC3 implementation][bcm code] |
| 54 | +[Discourse](https://discourse.pymc.io/) |
145 | 55 | :::
|
146 |
| - |
147 |
| ---- |
148 |
| -:img-top: http://www.stat.columbia.edu/~gelman/book/bda_cover.png |
149 |
| - |
150 |
| -Bayesian Data Analysis |
151 |
| - |
152 |
| -*Andrew Gelman, John Carlin, Hal Stern, David Dunson, Aki Vehtari, and Donald Rubin* |
153 |
| -^^^^^^^^ |
154 |
| - |
155 |
| -A comprehensive, standard, and wonderful textbook on Bayesian methods. |
156 |
| - |
157 |
| -:::{list-table} |
158 |
| -:header-rows: 0 |
159 |
| -:widths: 4 60 |
160 |
| - |
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| -* - [{fa}`link`][bda3 website] |
162 |
| - - [Book Website][bda3 website] |
163 |
| -* - [{fa}`link`][bda3 port] |
164 |
| - - [Examples and exercises implemented in PyMC3][bda3 port] |
165 |
| -::: |
166 |
| - |
167 |
| -:::: |
168 |
| - |
169 |
| - |
170 |
| -[hackers source]: https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers |
171 |
| -[hackers homepage]: http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/ |
172 |
| -[dbda website]: https://sites.google.com/site/doingbayesiandataanalysis/home |
173 |
| -[dbda 1st ed nb]: https://github.com/aloctavodia/Doing_bayesian_data_analysis |
174 |
| -[dbda 2nd ed nb]: https://github.com/JWarmenhoven/DBDA-python |
175 |
| -[rethinking website]: http://xcelab.net/rm/statistical-rethinking/ |
176 |
| -[rethinking port]: https://github.com/pymc-devs/resources/tree/master/Rethinking |
177 |
| -[bap website]: https://www.packtpub.com/big-data-and-business-intelligence/bayesian-analysis-python-second-edition |
178 |
| -[bap code]: https://github.com/aloctavodia/BAP |
179 |
| -[bcm website]: https://bayesmodels.com/ |
180 |
| -[bcm code]: https://github.com/pymc-devs/resources/tree/master/BCM |
181 |
| -[bda3 website]: https://www.stat.columbia.edu/~gelman/book/ |
182 |
| -[bda3 port]: https://github.com/pymc-devs/resources/tree/master/BDA3 |
| 56 | +:::: |
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