Conformal Prediction - A Practical Guide with MAPIE
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Updated
Feb 18, 2024 - Jupyter Notebook
Conformal Prediction - A Practical Guide with MAPIE
Conformal Prediction para clasificación multi-clase con incertidumbre condicional por clase en astronomía (AD-MCP sobre MAPIE). Gap: no existe librería mantenida de CP para clasificación con cobertura condicional por clase en astro. AGPL-3.0-or-later.
NIH Prize-Winning AI Solution - PREPARE DrivenData Challenge
CRPTO — Conformal Robust Predict-Then-Optimize. Methodological pair (conformal prediction + robust portfolio optimization) applied to credit risk on Lending Club 2007-2020. Master's thesis paper, Quarto book and reproducible pipeline. Academic single-author, static dataset, not for production.
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