Pinned Loading

1. march-machine-learning-mania-2026 march-machine-learning-mania-2026 Public

   Leakage-safe NCAA tournament forecasting with advanced team-strength features, season-based validation, probability calibration, explainability, and reproducible ML engineering.

   Python

2. home-credit-model-stability home-credit-model-stability Public

   Credit risk modeling with out-of-time validation, LightGBM, CatBoost, XGBoost, neural challengers, calibration, drift monitoring, and reproducible SageMaker pipelines.

   Jupyter Notebook

3. otto-recommender-system otto-recommender-system Public

   Multi-stage recommender system for OTTO with co-visitation, neural retrieval, ANN search, task-specific ranking, temporal validation, and SageMaker MLOps.

   Jupyter Notebook

4. jigsaw-rule-classifier jigsaw-rule-classifier Public

   Rule-conditioned NLP with unseen-rule validation, resumable AWS experiments, calibrated evaluation, and offline Kaggle inference.

   HTML

5. nfl-player-trajectory nfl-player-trajectory Public

   NFL player trajectory prediction with temporal validation, motion baselines, interpretable visualizations, and reproducible AWS experiments.

   Jupyter Notebook

6. commodity-prediction commodity-prediction Public

   Multi-horizon commodity return forecasting with domain-informed market features, point-in-time data alignment, purged temporal validation, controlled ablations, and interactive Plotly notebooks for…

   Python