Added constraint based structure learning algorithms #71

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meliurwen merged 21 commits from 8-feature-constraint-based-structure-learning-algorithm-for-ctbn into dev 2 years ago

meliurwen commented 2 years ago (Migrated from github.com)

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See the issue related, what is done in the commits and in the changelog below.

#79
#81

Merge into Dev Checklist

Tests for the new code
Acceptance Testing

Changelog

Defined the compare_matrices function for the F-test
Implemented the F-test
Added tests for the F-test
Implemented the CTPC algorithm
Added tests for the CTPC algorithm
Added cache for the CTPC algorithm
Added parallelization at the nodes level for the CTPC algorithm
Moved the cache for the CTPC algorithm from parameter_learning.rs to structure_learning/constraint_based_algorithm.rs

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AlessandroBregoli (Migrated from github.com) approved these changes 2 years ago

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The pull request has been merged as 0bd325d349.

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Reference: unimib-thesis-mad/reCTBN#71