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Regression v3 matcher#176

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jbothma wants to merge 20 commits intomainopensanctions/nomenklatura:mainfrom reg-v3-base-fix-odd-coefficientsopensanctions/nomenklatura:reg-v3-base-fix-odd-coefficientsCopy head branch name to clipboard

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Commits on Sep 6, 2024

• Add regression v3 crawler based on v1 with disjoint cluster training data

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Commits on Sep 9, 2024

• Add SimpleImputer to treat NaN as blank and fill with mean

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• Make name_levenshtein use alignment for non-persons

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• Scale name_token_overlap inversely with number of names

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• Combine three different name features because...

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Commits on Sep 10, 2024

• Replace multiple date features with one that combines the ideas

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• Fix clauses

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• Make address match positive

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Commits on Sep 13, 2024

• Retrain

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• Merge branch 'main' into reg-v3-base-fix-odd-coefficients

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• Retrain

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• Update test scores for recent tweaks

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• Discourage position matches for disjoint countries

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Commits on Sep 17, 2024

• add isin mismatch feature chill country and first/lastname

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Commits on Sep 19, 2024

• Use symmetric aligned levenshtein to avoid double work

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• Update expected scores

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Commits on Dec 10, 2024

• Merge branch 'main' into reg-v3-base-fix-odd-coefficients

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• Type annotation

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• Rename regression-v3-alpha and document matcher a bit better

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• Rename model

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