GitHub - phineas-pta/Bayesian-Methods-for-Hackers-using-PyStan: "Probabilistic Programming & Bayesian Methods for Hackers" book ported to Stan (python)

re-write of HMC code in the book Probabilistic Programming & Bayesian Methods for Hackers to ~~PyStan2~~ CmdStanPy (due to multiple feature changes in PyStan3, I decided to make it to CmdStanPy)

bonus: a working example in Julia + Stan: stanjl_chap2ex1.jl

original book: https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

here are just code, not notebook, comments whatsoever

DISCLAIMER: just an attempt, so not official, neither guaranteed to work on your machine

other resources:

Stan+Arviz.py: https://arviz-devs.github.io/arviz/schema/PyStan_schema_example.html
test0*.py: https://www.tensorflow.org/probability/examples/Modeling_with_JointDistribution

Name		Name	Last commit message	Last commit date
Latest commit History 49 Commits
data		data
orig TFP code forked		orig TFP code forked
stan files		stan files
.editorconfig		.editorconfig
LICENSE		LICENSE
README.md		README.md
STANchap2ex1.py		STANchap2ex1.py
STANchap2ex2.py		STANchap2ex2.py
STANchap2ex3.py		STANchap2ex3.py
STANchap2ex4.py		STANchap2ex4.py
STANchap3.py		STANchap3.py
STANchap5ex3.py		STANchap5ex3.py
STANchap6ex2.py		STANchap6ex2.py
STANchap7.py		STANchap7.py
STANtest0ex1.py		STANtest0ex1.py
STANtest0ex2.py		STANtest0ex2.py
STANtest0ex3.py		STANtest0ex3.py
Stan+Arviz.py		Stan+Arviz.py
stanjl_chap2ex1.jl		stanjl_chap2ex1.jl

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