What’s new?

Here we list a changelog of Causal-Networkx.

Version 0.1

In Development

Changelog

• Feature Implement and test the causal_networkx.discovery.FCI algorithm, by Adam Li (#1)

• Feature Implement causal_networkx.ci.KernelCITest for kernel-based conditional independence testing, by Adam Li (#14)

• Feature Implement and test the causal_networkx.DAG for fully observed causal DAGs, by Adam Li (#15)

• Feature Implement and test the causal_networkx.CPDAG for CPDAGs, by Adam Li (#16)

• Feature Implement and test the causal_networkx.discovery.learn_skeleton_graph_with_order for learning skeleton graph and keeping track of dependencies, by Adam Li (#17)

• Feature Implement and test the causal_networkx.discovery.RobustPC for learning PC algorithm robustly with MCI condition, by Adam Li (#17)

• Feature Implement and test the causal_networkx.ci.ParentChildOracle for running CI-discovery algorithms with the known parents, by Adam Li (#17)

• Feature Add ability to export/load causal graphs to networkx, by Adam Li (#17)

• Feature Add ability to export/load causal graphs to numpy and pgmpy, by Adam Li (#26)

• Feature Add ability to compare causal graphs, (i.e. CPDAGs and PAGs) for evaluation of structure learning, by Adam Li (#26)

• API Change All CI tests now have an abstract class representation for the test function, by Adam Li (#26)

Code and Documentation Contributors

Thanks to everyone who has contributed to the maintenance and improvement of the project since version inception, including:

• Adam Li