Bayesian Cognitive Modeling with Turing.jl (Julia Programming Language)

bayesian-cognitive-modeling-with-turing.jl

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Bayesian Cognitive Modeling is one of the classical books for Bayesian Inference. The book used WinBUGS/JAG software as the main implementation. You can find other implementations, such as Stan and PyMC, in the below link. I reimplemented these models with Julia Programming Language & Turing library.

• WinBUGS/JAGS (official) & Stan: https://bayesmodels.com/
• PyMC: https://github.com/pymc-devs/pymc-resources/tree/main/BCM

Using project's environment

Firstly, clone the repo

git clone https://github.com/quangtiencs/bayesian-cognitive-modeling-with-turing.jl.git

Then, open Julia REPL