SciCompMod / memilio

Modular spatio-temporal models for epidemic and pandemic simulations
https://scicompmod.github.io/memilio/
Apache License 2.0
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Integrate HOPS for lightweight MCMC sampling #999

Open qacwnfq opened 2 months ago

qacwnfq commented 2 months ago

Feature description

MCMC sampling is a core technique and HOPS is a lightweight MCMC library that would allow us to sample parameters in high-dimensional spaces.

@hannemann-tamas If the parameter-gradients are available, we can even use gradient-based MCMC walks.

Additional context

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