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bonStats / HelloSMC.jl

Binder for exploring SMC algorithms in Julia

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HelloSMC

Developed by Joshua Bon, Matt Sutton, and Imke Botha for the SMC Down Under Workshop, July 2023 at the Queensland University of Technology.

Lecture notes

  • See folder notes

Examples and exercises

  • Lotka-Volterra ODE parameter SMC sampler, see folders lvsmc_algo and lvsmc

  • Lotka-Volterra MJP latent-state particle filter, see folder lvpf

About

Binder for exploring SMC algorithms in Julia

License:MIT License

Languages

Language:Jupyter Notebook 72.0%Language:Julia 28.0%