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Tobias Sterbak

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Introduction to MLOps with MLflowPyCon DE & PyData Berlin 20222022-04-11
MLflow gets a hands‑on walkthrough: set up a tracking server with SQLite and local artifact root (mlruns), run a scikit‑learn DecisionTree on the penguins…
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“Why Should I Trust You?” - Debugging black-box text classifiersPyData Amsterdam 20182018-05-25
Claims that eli5 and LIME produce faithful local explanations of black‑box text classifiers by training a simple surrogate (CountVectorizer + logistic…
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