ReactiveMP.jl is a Julia package that provides an efficient reactive message passing based Bayesian inference engine on a factor graph. The package is a part of the bigger and user-friendly ecosystem for automatic Bayesian inference called RxInfer. While ReactiveMP.jl exports only the inference engine, RxInfer provides convenient tools for model and inference constraints specification as well as routines for running efficient inference both for static and real-time datasets.

Features

  • Documentation available
  • Examples available
  • License under the MIT license
  • Tutorials and examples are available
  • Efficient reactive message passing based Bayesian inference engine on a factor graph
  • The package is a part of the bigger and user-friendly ecosystem for automatic Bayesian inference called RxInfer

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License

MIT License

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Additional Project Details

Programming Language

Julia

Related Categories

Julia Data Visualization Software

Registered

2023-12-14