Update FCI.py for fixing isNoncollider

py-why / causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

https://causal-learn.readthedocs.io/en/latest/

MIT License

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Update FCI.py for fixing isNoncollider #179

Closed svenpieper closed 2 months ago

svenpieper commented 2 months ago

Editing isNoncollider() for FCI Algo

Fixing Bug: If sep_sets does not contain certain node combination, it will led to a KeyError.

With this fix, None will automatically set by the get() func. Also get_node_map() will only called once to check set_sets for content, thus make it a bit more efficient.