FCI implementation
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- Dominant language
- Python
- Stars
- 1.7k
- Forks
- 274
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Description
Is the current implementation of FCI algorithm complete according to [1]? The current version doesn't seem to include rules R5-R10 described in [1].
Reference:
[1] Zhang, Jiji. "On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias." Artificial Intelligence 172.16-17 (2008): 1873-1896.
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by locating the current FCI implementation and comparing its orientation rules with R5–R10 in Zhang's 2008 paper, cited as reference [1]. Done means determining whether those rules are missing and, if so, updating the implementation with tests that demonstrate the expected orientations.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100