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

Project Samples

DiffEqBayes.jl Screenshot 1

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Categories

Data Visualization

License

MIT License

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Additional Project Details

Programming Language

Julia

Related Categories

Julia Data Visualization Software

Registered

2023-12-01
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