TuringTutorials

联合创作 · 2023-09-26 01:13

Turing Tutorials

This repository contains tutorials on the the universal probabilistic programming language Turing.

The tutorials are defined in the tutorials folder; all the outputs are automatically generated from that and put in the artifacts branch. So, to change a tutorial, change one of the .jmd file in the tutorials folder. At the time of writing, there is one exception to this and that is tutorial 10: Bayesian differential equations. That tutorial takes ~10 hours to run, and has therefore been excluded from the GitHub CI job. To update that tutorial, update the .jmd file and run using TuringTutorials; build_folder("10-bayesian-differential-equations").

Additional educational materials can be found at StatisticalRethinkingJulia/TuringModels.jl, which contains Turing adaptations of models from Richard McElreath's Statistical Rethinking. It is a highly recommended resource if you are looking for a greater breadth of examples.

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