https://github.com/mschauer/causalinference.jl

Causal inference, graphical models and structure learning in Julia
https://github.com/mschauer/causalinference.jl

causal-inference hacktoberfest julia

Last synced: 1 day ago
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Causal inference, graphical models and structure learning in Julia

• Host: GitHub
• URL: https://github.com/mschauer/causalinference.jl
• Owner: mschauer
• License: other
• Created: 2017-08-01T11:52:26.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2024-09-22T14:20:28.000Z (4 months ago)
• Last Synced: 2024-10-19T17:56:34.055Z (3 months ago)
• Topics: causal-inference, hacktoberfest, julia
• Language: Julia
• Homepage: https://mschauer.github.io/CausalInference.jl/latest/
• Size: 22.9 MB
• Stars: 189
• Watchers: 10
• Forks: 24
• Open Issues: 16
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE.md
  • Citation: CITATION.cff

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README

        

[![Latest](https://img.shields.io/badge/docs-latest-blue.svg)](https://mschauer.github.io/CausalInference.jl/latest/)

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.1005091.svg)](https://doi.org/10.5281/zenodo.1005091)

# CausalInference.jl

Julia package for causal inference and analysis, graphical models and structure learning.

This package contains code for the PC algorithm and the extended FCI algorithm, the score based greedy equivalence search (GES) algorithm, the Bayesian Causal Zig-Zag sampler and a function suite for adjustment set search.

See the [documentation](https://mschauer.github.io/CausalInference.jl/latest/) for implemented functionality and [issue #1 (Roadmap/Contribution)](https://github.com/mschauer/CausalInference.jl/issues/1) for coordination of the development.

![Example output of PC algorithm](assets/pc_graph_linear.png)