Kevin Lemagnen
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- Avik Basu8 talks
- Patrick Deziel4 talks
- Eduardo Blancas4 talks
- Sarah Diot-Girard4 talks
- Rebecca Bilbro11 talks
- Ramon Perez8 talks
| title | conference | date |
|---|---|---|
| Maintainable code in data science | PyData London 2019 | 2019-07-12 |
Notebooks refactor into a testable Python package that builds a full pipeline: custom preprocessing classes that memorize state, a ColumnTransformer + Pipeline… | ||
| Adv. Software Testing for Data Scientists | PyData London 2019 | 2019-07-12 |
Workshop demonstrates concrete practices: use pytest for low-boilerplate unit tests, numpy/pandas-specific assertions like pandas.assert_frame_equal… | ||
| Open the Black Box: an Introduction to Model Interpretability with LIME and SHAP | PyData NYC 2018 | 2018-10-11 |
Workshop demonstrates concrete claims and code: uses Eli5 for white‑box weights, LIME for local, model‑agnostic approximations, and SHAP (tree explainer) for… | ||
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