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Replaced xgb model option gpu_id with 'device' to work with more recent versions of xgboost package.
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ClaudeSonnet4.6+AKP: rewrite integrative tests to call run_search() in-process for coverage tracking
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ClaudeSonnet4.6+AKP: rewrite integrative tests to call run_search() in-process for coverage tracking
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