pymc-devs/pymc-resources
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PyMC educational resources
10 mentions on Hacker News by 9 people: 1 story, 9 comments · first 2019-06-05 · latest 2024-11-17
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There are examples from the book done in PyMC: https://github.com/pymc-devs/pymc-resources/tree/main/Rethin... or, for first edition https://github.com/pymc-devs/pymc-resources/tree/main/Rethin...
comment by Iwan-Zotow · 2024-11-17 · in Numpyro: Probabilistic programming with NumPy powered by Jax -
…and the python implementation of this book, here are the jupyter notebooks for the 2022 edition https://github.com/pymc-devs/pymc-resources/tree/main/Rethin...
comment by wanderingmind · 2024-11-16 · in Statistical Rethinking (2024 Edition) -
…happens, there's a PyMC implementation of the 1st and 2nd editions of Statistical Rethinking here: https://github.com/pymc-devs/pymc-resources (I think the author of the book discussed above, Osvaldo Martin, is the primary or sole…
comment by HuShifang · 2024-02-10 · in Bayesian Analysis with Python -
…R (tidyverse), Python code examples available here: https://github.com/StatisticalRethinkingJulia https://github.com/pymc-devs/resources/tree/master/Rethinkin... https://bookdown.org/content/4857/
comment by swayson · 2022-01-16 · in Statistical Rethinking (2022 Edition) -
…Also, for anyone who prefers to use the pythons for the coding, I recommend the PyMC3 notebooks https://github.com/pymc-devs/resources/tree/master/Rethinkin... There is also a discussion forum related to this repo here…
comment by ivan_ah · 2022-01-16 · in Statistical Rethinking (2022 Edition) -
…book uses R. For people wanting Python, Jupyter notebooks with Python code examples are here: * https://github.com/pymc-devs/resources/tree/master/Rethinkin...
comment by stevesimmons · 2020-12-23 · in Stan is a state-of-the-art platform for statistical modeling -
Anyone wanting Python/PyMC3 versions of the Statistical Rethinking code should check out [2]. [2] https://github.com/pymc-devs/resources/tree/master/Rethinkin...
comment by stevesimmons · 2020-12-01 · in Foundations of Probabilistic Programming -
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Statistical Rethinking with Python and PyMC3story by Schiphol · 2020-03-31 · 0 comments
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…Videos, book and code in Stan. Also the solutions available in pymc. https://github.com/pymc-devs/resources/tree/master/Rethinkin... .
comment by jdewsnip · 2019-06-28 · in Gen: Probabilistic programming system with programmable inference -
pymc3 version here: https://github.com/pymc-devs/resources/tree/master/Rethinkin...
comment by hellfrick · 2019-06-05 · in Statistical Rethinking: A Bayesian Course Using R and Stan