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causality

Hello! I don't know why you are here, but if you have an feedback ( suggestions, bugs, feature requests), let me know so I can address it. causality is still in early development, as you can see there are not too many things you can do with the code. But, this will change as I begin to add implementations of GES, GFCI, FOFC/FTFC and beyond.

Development Roadmap

Active Devlopment of New Features has halted while I undergo a review of the code and document what is implemented so far

Rough roadmap of major features:

  • GES (July 2018)
    • Realistically, this will first occur for SEMs and then Bayes Nets
  • Latent Variable Models (August)
  • FCI (September)
  • FOFC (October)

Rougher roadmap of minor features:

  • function to remove cycles from cgraphs
  • mutator functions to safely add and delete edges/nodes from graphs
  • function for d-separation test
  • function to calculate the markov boundary/blanket of a node
  • function to calculate partial correlations between variables

In the future I would like to add support for simulations, and using javascript to create interactive plots, with possible support for exporting to tikz (LaTeX)

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