Top 9% solution for the Kaggle March Machine Learning Mania 2026. Optimized ElasticNet, and HistGradientBoosting models blended with betting market insights.
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Apr 15, 2026 - Jupyter Notebook
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histgradientboosting
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Supervised surface-condition classification from torque–angle time series recorded by an automated screwdriving station.
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Apr 17, 2026 - Python
A machine learning web app that predicts a student’s expected score and grade using self-study hours, attendance, and class participation, also showing performance insights such as risk level, focus area, and improvement recommendations. It is built with React, FastAPI, and scikit-learn. Deployment: Vercel for frontend, Render for backend.
machine-learning logistic-regression sckit-learn-pipeline histgradientboostingclassifier histgradientboosting
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May 26, 2026 - Jupyter Notebook
Credit risk modeling with HistGradientBoosting, featuring evaluation, SHAP explainability, threshold optimization, and high-risk client analysis.
python machine-learning data-analysis feature-engineering imbalanced-data gradient-boosting credit-risk shap risk-scoring model-explainability threshold-optimization histgradientboosting
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Feb 24, 2026 - Jupyter Notebook
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