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Potential additions #9

Description

@mwien

CPDAGs:

  • CPDAG to DAG (deterministic, no sampling)
  • DAG to CPDAG
  • CPDAG check (is a graph a CPDAG?)
  • Listing DAGs -> implement iterator

MPDAGs:

  • MPDAG to DAG
  • MPDAG check
  • Count DAGs represented by MPDAG (?)
  • Sample DAG represented by MPDAG (?)
  • Listing DAGs -> implement iterator

"Interventional" CPDAGs:

  • use CPDAG algorithms under the hood (to DAG, counting, sampling, listing etc) -> still distinguish in wrapper
  • maybe add check for this graph class as well
  • algorithm for finding new "interventional" CPDAG after single-target intervention results in linear-time (?)

PDAGs:

  • Acyclicity check
  • PDAG to MPDAG
  • PDAG to DAG

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