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[ENH] Complete simulation submodule for discrete, linear gaussian and interventional datasets #88

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Follow-up to #82

Changes proposed in this pull request:

  • represent selection diagrams more succintly and include an example
  • have a simulation example for discrete graphs
  • have a simulation example for linear-gaussian graphs
  • have a simulation example for interventions on discrete, and linear-gaussian graphs

Before submitting

  • I've read and followed all steps in the Making a pull request
    section of the CONTRIBUTING docs.
  • I've updated or added any relevant docstrings following the syntax described in the
    Writing docstrings section of the CONTRIBUTING docs.
  • If this PR fixes a bug, I've added a test that will fail without my fix.
  • If this PR adds a new feature, I've added tests that sufficiently cover my new functionality.

After submitting

  • All GitHub Actions jobs for my pull request have passed.

adam2392 added 15 commits July 27, 2023 09:32
Signed-off-by: Adam Li <[email protected]>
Signed-off-by: Adam Li <[email protected]>
Signed-off-by: Adam Li <[email protected]>
Signed-off-by: Adam Li <[email protected]>
Signed-off-by: Adam Li <[email protected]>
Signed-off-by: Adam Li <[email protected]>
Signed-off-by: Adam Li <[email protected]>
Signed-off-by: Adam Li <[email protected]>
Signed-off-by: Adam Li <[email protected]>
Signed-off-by: Adam Li <[email protected]>
Signed-off-by: Adam Li <[email protected]>
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