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Implement basic score-based causal discovery

No due date 33% complete

Implement basic score-based causal discovery.

  • This entails a score-based greedy search structure learning algorithm
  • Modifying the score to account for interventions (which turns structure learning into causal discovery)
  • Equivalence classes that represent interventions
  • Validation on a basic dataset

Implement basic score-based causal discovery.

  • This entails a score-based greedy search structure learning algorithm
  • Modifying the score to account for interventions (which turns structure learning into causal discovery)
  • Equivalence classes that represent interventions
  • Validation on a basic dataset
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