Avik Basu
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what they talk about
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where they keep going back
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who talks about the same things
- Vincent D Warmerdam22 talks
- James Powell43 talks
- Anthony Shaw19 talks
- Ramon Perez8 talks
- Joshua Arvin Lat20 talks
- (unnamed presenter)4 talks
| title | conference | date |
|---|---|---|
| Upgrading Python CLIs From Scripts to Interactive Tools | PyCon US 2026 | 2026-05-13 |
Builds a real CLI from argparse through Typer + Rich + Textual, with live coding that replaces verbose arg parsing with type‑safe Typer flags, adds progress… | ||
| Beyond Just Prediction: Causal Thinking in Machine Learning | PyData Seattle 2025 | 2025-11-07 |
If prediction and randomized AB tests disagree, causal methods estimate the effect of actions not just outcomes. Uplift modeling uses observed numbers like 20%… | ||
| Beyond the Black Box: Interpreting ML Models with SHAP | PyOhio 2025 | 2025-07-26 |
Shows how SHAP turns model outputs into feature attributions using XGBoost with TreeExplainer on a 45k-sample Portuguese bank dataset (AUC ~0.79) and 1D CNN… | ||
| Reproducible Python projects using Nix | PyData Global 2024 | 2024-12-03 |
Claims reproducible deterministic environments by using Nix to freeze OS and non‑Python dependencies and combine them with Python tooling. Demonstration builds… | ||
| Reproducible work environments for data scientists using Nix | PyData NYC 2024 | 2024-11-06 |
Argues that Nix makes development environments deterministic by treating packages as immutable and declarative, demonstrates a small project that uses Nix… | ||
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