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CHANGELOG.md

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0.1.4

  • fixed bugs.
  • cleanup files.

0.1.3

  • EMCredalBuilder: learns a set of precise SCMs compatible with the observed distribution.
  • CausalMultiVE: causal inference from a set of precise SCMs.
  • Probability of necessity and sufficiency queries.
  • Data IO functionality.
  • Extended unit tests.
  • fixed some bugs.

0.1.2

  • Counterfactuals in credal networks
  • API for causal and counterfactual queries #17
  • Ported intervention code from crema #13 #16
  • CausalInfo class #14
  • Solved bug #12

0.1.1

Initial version with the following main features:

  • Class for StructuralCausalModels (SCM)
  • Builders of SCM
  • Transformation to V-CREDAL and H-CREDAL
  • Parser for SCMs
  • Causal Infernece with Credal methods (approximate and exact).