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Andreas Dewes

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titleconferencedate
Fairness and transparency in machine learning: Tools and techniquesPyData Berlin 20172017-06-23
Shows a concrete pipeline: use Python and scikit-learn to train logistic classifiers on New York stop-and-frisk records, measure disparate impact (e g 50% of…
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Code is not text! How graph technologies can help us to understand our code better.EuroPython 20152015-07-20
Claim: code treated as an AST graph and stored in a graph database yields concrete, queryable artifacts — hashed nodes for commits, pattern-match queries…
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