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Martin Hirzel

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Fairness for Scikit-Learn Pipelines with LalePyData NYC 20222022-11-09
Experiments use the credit G dataset (1,000 rows, ~20 features) with protected attributes age and personal status and report concrete numbers: dummy classifier…
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Python 3 Types in the Wild: A Tale of Two Type SystemsDLS 20202020-11-17
Paper compares MyPy and PyType by running both on ~70,000 GitHub repos and finds 2,678 annotated repos, of which 318 pass MyPy. MyPy treats unannotated…
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Type-Driven Automated Learning with LalePyData New York City 20192019-11-04
Lale is an open-source Python library that claims to make semi-automated data science practical by letting users search over pipelines in a few lines of code…
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