mschauer / mschauer/CausalInference.jl

Use `next_CPDAG` also in greedy equivalence search

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Dominant language
Julia
Stars
212
Forks
26
PR merge metrics
No merged PRs in 30d

Description

Use next_CPDAG from operators.jl also in greedy equivalence search (GES) e.g. here:

https://github.com/mschauer/CausalInference.jl/blob/d5054fb89b2a4f2b03efb8c54ece2469112a45dd/src/ges.jl#L133

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by comparing next_CPDAG in operators.jl with the GES code at src/ges.jl around line 133. Update GES to use the existing operator, then verify that the greedy equivalence search behavior remains correct.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
machine-learning
Issue type
Refactor
Difficulty
2/5
Estimated time
1-3 hours
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
38/100

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