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9 score based algorithm #42

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AlessandroBregoli merged 14 commits from 9-score-based-algorithm into dev 3 years ago
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AlessandroBregoli commented 3 years ago (Migrated from github.com)
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Description

Added:

  • StructureLearningAlgorithm
  • ScoreFunction
  • LogLikelihood
  • BIC
  • HillClim

Issues related

Merge into Dev Checklist

  • Tests for the new code
  • Acceptance Testing

Changelog

  • Added consistency check for:
    • Trajectory
    • Dataset
  • Added the structure_learning module
  • Implemented Log Likelihood for ctbn
  • Implemented BIC for ctbn
  • Implemented Hill Climbing for ctbn

(Optional) Extra info

<!-- # Pull/Merge Request into dev --> ## Description Added: - StructureLearningAlgorithm - ScoreFunction - LogLikelihood - BIC - HillClim ## Issues related * #9 ## Merge into Dev Checklist * [x] Tests for the new code * [x] Acceptance Testing ## Changelog * Added consistency check for: * Trajectory * Dataset * Added the `structure_learning` module * Implemented Log Likelihood for ctbn * Implemented BIC for ctbn * Implemented Hill Climbing for ctbn ## (Optional) Extra info
meliurwen (Migrated from github.com) approved these changes 3 years ago
meliurwen (Migrated from github.com) left a comment
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Looks ok

Looks ok

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meliurwen
The pull request has been merged as c2d44e7332.
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Reference: unimib-thesis-mad/reCTBN#42
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