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Add MacroBase-inspired Python summarizers - #4

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tmgsr02 merged 2 commits into
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codex/implement-batchsummarizer-base-and-features
Oct 24, 2025
Merged

tmgsr02 merged 2 commits into
masterfrom
codex/implement-batchsummarizer-base-and-features

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@tmgsr02 tmgsr02 commented Oct 24, 2025

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Summary

  • add a Python BatchSummarizer base that computes support and ratio metrics with optional functional dependency pruning
  • implement Apriori and heuristic beam-search summarizers that emit business-friendly explanation objects
  • cover the new summarizers with unit tests on a representative dataset

Testing

  • pytest

https://chatgpt.com/codex/tasks/task_e_68fade14b3648320a319078db9c0cb4d

@tmgsr02
tmgsr02 merged commit c379dd4 into master Oct 24, 2025
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