JOSS: https://github.com/ReactiveBayes/RxInfer.jl

bayesian-inference inference-engine julia-language machine-learning message-passing probabilistic-programming variational-inference

Score: 17.41517489955526

Last synced: about 9 hours ago
JSON representation

Repository metadata:

Julia package for automated Bayesian inference on a factor graph with reactive message passing

• Host: GitHub
• URL: https://github.com/ReactiveBayes/RxInfer.jl
• Owner: ReactiveBayes
• License: mit
• Created: 2022-06-10T10:12:10.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2025-11-17T12:01:06.000Z (7 months ago)
• Last Synced: 2025-11-17T14:08:49.400Z (7 months ago)
• Topics: bayesian-inference, inference-engine, julia-language, machine-learning, message-passing, probabilistic-programming, variational-inference
• Language: Jupyter Notebook
• Homepage: https://rxinfer.com/
• Size: 448 MB
• Stars: 374
• Watchers: 16
• Forks: 34
• Open Issues: 29
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Citation: CITATION.cff
  • Codemeta: codemeta.json

CodeMeta metadata:

• @context: https://doi.org/10.5063/schema/codemeta-2.0
• @type: SoftwareSourceCode
• License: https://spdx.org/licenses/MIT
• Code repository: https://github.com/reactivebayes/RxInfer.jl
• Cont integration: https://github.com/reactivebayes/RxInfer.jl/actions
• Date created: 2022-06-13
• Date published: 2022-11-03
• Download url: https://github.com/reactivebayes/RxInfer.jl/releases
• Issue tracker: https://github.com/reactivebayes/RxInfer.jl/issues
• Name: RxInfer.jl
• Version: 4.6.2
• Description: Julia package for automated, scalable and efficient Bayesian inference on factor graphs with reactive message passing.
• Application category: Statistics
• Development status: active
• Readme: https://rxinfer.com
• Software version: 4.6.2
• Keywords:
  • Bayesian inference
  • message passing
  • factor graphs
  • probabilistic programming
  • reactive programming
  • continual inference
  • scalable inference
  • variational optimization
  • free energy
  • Bethe constraints
• Programming language:
  • Julia
• Operating system:
  • Linux
  • Windows
  • MacOS
• Related link:
  • https://rxinfer.com
  • https://docs.rxinfer.com
  • https://examples.rxinfer.com
  • https://github.com/ReactiveBayes/RxInfer.jl
  • https://app.codecov.io/gh/reactivebayes/RxInfer.jl
• Author:
  • • @type: Person
    • @id: https://orcid.org/0000-0001-9655-7986
    • Given name: Dmitry
    • Family name: Bagaev
    • Email: d.v.bagaev@tue.nl
    • Affiliation:
      • @type: Organization
      • Name: Eindhoven University of Technology
• Maintainer:
  • • @type: Person
    • @id: https://orcid.org/0000-0001-9655-7986
    • Given name: Dmitry
    • Family name: Bagaev
    • Email: d.v.bagaev@tue.nl
    • Affiliation:
      • @type: Organization
      • Name: Eindhoven University of Technology

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Owner metadata:

• Name: ReactiveBayes
• Login: ReactiveBayes
• Email:
• Kind: organization
• Description: Open source software for reactive, efficient and scalable Bayesian inference
• Website: https://rxinfer.ml/
• Location: Netherlands
• Twitter:
• Company:
• Icon url: https://avatars.githubusercontent.com/u/144682786?v=4
• Repositories: 1
• Last Synced at: 2024-01-10T20:58:37.662Z
• Profile URL: https://github.com/ReactiveBayes

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GitHub Events

Total

• Commit comment event: 41
• Create event: 86
• Delete event: 49
• Discussion event: 2
• Fork event: 8
• Issue comment event: 195
• Issues event: 61
• Pull request event: 115
• Pull request review comment event: 21
• Pull request review event: 46
• Push event: 341
• Release event: 20
• Watch event: 77
• Total: 1062

Last Year

• Commit comment event: 41
• Create event: 85
• Delete event: 48
• Discussion event: 2
• Fork event: 8
• Issue comment event: 195
• Issues event: 61
• Pull request event: 113
• Pull request review comment event: 21
• Pull request review event: 46
• Push event: 337
• Release event: 20
• Watch event: 72
• Total: 1049

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Committers metadata

Last synced: 8 months ago

Name	Email	Commits
Bagaev Dmitry	b****i@g****m	933
Albert Podusenko	a****o@g****m	95
Wouter Nuijten	w****n@g****m	75
Bart van Erp	b****p@t****l	55
HoangMHNguyen	m****g@t****l	31
Mykola Lukashchuk	n****k@g****m	14
İsmail Şenöz	i****z@I****l	12
Chengfeng-Jia	c****a@t****l	11
MarcoH	m****r@g****m	11
wmkouw	w****w@g****m	10
Pietro Monticone	p****s@g****m	8
Raphael-Tresor	r****r@g****m	7
Thijs van de Laar	t****r@h****m	6
Adamiat Sepideh	a****h@g****m	5
Raaja Ganapathy Subramanian	r****n@a****m	4
Tim	t****k@t****l	3
İsmail Şenöz	i****z@w****l	3
Fons van der Plas	f****s@g****m	2
magnuskoudahl	m****l@g****m	2
vflores-io	i****t@g****m	2
skoghoern	1****n	1
carbonbasedsoul	c****l@i****m	1
CompatHelper Julia	c****y@j****g	1
wmkouw	w****w@s****u	1
Pietro Monticone	3****e	1
Malandii	t****i@g****m	1
MVerschure	5****e	1
KronosTheLate	6****e	1
Kobus Esterhuysen	k****8@g****m	1
John Bolt	j****t@g****m	1
and 2 more...

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Issue and Pull Request metadata

Last synced: 8 months ago

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/ReactiveBayes/RxInfer.jl

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Package metadata

• Total packages: 1
• Total downloads:
  • julia: 2,837 last-month
• Total dependent packages: 0
• Total dependent repositories: 0
• Total versions: 87

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Dependencies