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v1.8.0

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@ikeuchi-screen ikeuchi-screen released this 01 Jul 08:41
· 110 commits to master since this release

New Features

  • Added MultiGroupRCD algorithm, RCD for multiple datasets.
  • Add extract_ancestors method to lingam.utils.
  • Modified hsic.py to speed up independence test HSIC.
  • Added to utils.make_dot the ability to highlight paths between variables in a causal graph.
  • Added utils.make_dot_hightlight method to highlight ancestors and descendants of a specified variable in a causal graph.

Experimental features

  • Added CausalDataGenerator tool to lingam.experimental.

Code Fixes

  • Fixed VAR trend argument used in VARLiNGAM (#86)

Documentation

  • Minor text correction on causal_effect.rst