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v0.11: New GCM features and improved compatibility of GCM with CausalModel API

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@amit-sharma amit-sharma released this 06 Dec 08:12
· 75 commits to main since this release
e66ed36
  • New functional API is ready for use. Try out the notebook
  • A notebook showing how to use causal-learn graph discovery with DoWhy
  • New notebook demonstrating use of the intrinsic causal influence feature
  • Enhanced compatibility between GCM and CausalModel api
  • Frontdoor identification now supports multiple variables
  • New module for evaluating performance and falsifying assumptions of GCM models
  • GCM auto assignment now returns a summary
  • Extended documentation, revised and simpler README
  • Bug fixes and improvements

A big thank you to all the contributors: @amit-sharma, @bloebp, @kunwuz