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This package accompanies a book and course on Bayesian data analysis, featured MAP estimation through quap and Hamiltonian Monte Carlo through ulam.
quap
ulam
McElreath (2020). Statistical Rethinking: A Bayesian Course with Examples in R and Stan (2nd edition). CRC Press.
quap, ulam