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v1.8.3
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@ikeuchi-screen ikeuchi-screen released this 16 Feb 07:07
· 45 commits to master since this release
v1.8.3
be54b9d

New Features

  • Added utils.evaluate_model_fit function to calculate fit indices.
  • Added ind_corr option to use F-correlation to determine independence in BottomUpParceLiNGAM, RCD, MultiGroupRCD, and CAMUV algorithms.
  • Added utils.calculate_distance_from_root_nodes function to calculate the shortest distance from the root variable to other variables based on the structure of causal graphs.
  • Added utils.calculate_total_effect function to calculate causal effects based on the structure of causal graphs.

Code Fixes

  • Fixed the calculation of total effect in LongitudinalLiNGAM.estimate_total_effect. (#122)
  • Changed the argument name of sklearn.OneHotEncoder used in experimental.CausalDataGenerator from sparse to sparse_output. This fix requires scikit-learn v1.2 or higher. (#123)
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