diffeqbayes jl

We have hosted the application diffeqbayes jl in order to run this application in our online workstations with Wine or directly.

Quick description about diffeqbayes jl:

This repository is a set of extension functionality for estimating the parameters of differential equations using Bayesian methods. It allows the choice of using CmdStan.jl, Turing.jl, DynamicHMC.jl and ApproxBayes.jl to perform a Bayesian estimation of a differential equation problem specified via the DifferentialEquations.jl interface.

Features:

• Tutorials and Documentation
• Examples available
• Estimate the parameters to differential equations
• Perform Bayesian probabilistic scientific machine learning
• Use save_idxs to declare observables

Programming Language: Julia.
Categories: