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Sarah Diot-Girard

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Debugging as an experimental sciencePyData Amsterdam 20242024-09-18
www.pydata.org If there is only one experience shared by anyone who ever wrote code, it is debugging. Then, why is it so often a frustrating experience…
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Off with their I/Os!—Or How to Contain Madness by Isolating Your CodePyData London 20222022-06-17
Claim: isolate all I/O at the outermost layer so the computation lives as pure functions in a functional core, using pandas.read_csv, sklearn StandardScaler…
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How to easily set up and version control your Machine Learning PipelinesPyData Amsterdam 20192019-05-10
Promises concrete setup and shows it actually working: step‑by‑step project initialized with DVC and MLV-tools, data and intermediate files versioned via DVC…
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