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Factors for Variable Elimination #42

Merged
merged 19 commits into from
Jun 28, 2024
Merged

Factors for Variable Elimination #42

merged 19 commits into from
Jun 28, 2024

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mlange-42
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@mlange-42 mlange-42 commented Jun 27, 2024 •
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Implement factors:

  • Restrict
  • Sum out
  • Product
  • Normalize
  • Calculate marginals

Implement VE:

  • VE for simple BBNs
  • VE for simple decision networks
  • Derive optimal policy from factor
  • Iteratively solve chained decisions
  • full VE for multi-stage decision networks

@mlange-42 mlange-42 self-assigned this Jun 27, 2024
@mlange-42 mlange-42 marked this pull request as ready for review June 28, 2024 22:30
@mlange-42 mlange-42 merged commit 8c23034 into main Jun 28, 2024
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@mlange-42 mlange-42 deleted the factors branch June 28, 2024 22:32
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