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EternalDynamicCavity

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Code for the article Nonequilibrium steady-state dynamics of Markov processes on graphs.

Usage

Clone this repo, move to the main directory, then run

julia -E 'import Pkg; Pkg.activate("."); Pkg.instantiate()'

to start Julia and add the necessary dependencies.

To reproduce results in the article, run (include(<path/to/file.jl>)) scripts from scripts/, which will save data to data/. Generate plots via scripts/plots.ipynb.

To try the algorithm on your own stochastic dynamics, use MatrixProductBP.jl. The best way to get acquainted with the syntax is to check out the examples in scripts/.

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Reproduce the results in arxiv:2411.19100

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