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
Here are 6 public repositories matching this topic...
Supervised surface-condition classification from torque–angle time series recorded by an automated screwdriving station.
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Apr 17, 2026 - Python
Network intrusion detection using NSL-KDD with binary attack detection, multiclass attack classification, and a live web traffic anomaly dashboard.
python data-science machine-learning random-forest scikit-learn jupyter-notebook cybersecurity classification intrusion-detection network-security anomaly-detection nsl-kdd streamlit histgradientboosting web-traffic-monitoring access-log-analysis
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Jun 8, 2026 - Jupyter Notebook
Comparative machine learning study for non-contact body temperature prediction using Infrared Thermography, featuring HGB, Random Forest, CatBoost, Lasso, LSTM, TOPSIS ranking, Radar Plot visualization, and LIME explainability.
python data-science machine-learning deep-learning random-forest jupyter-notebook lstm radar-chart lime lasso-regression topsis catboost explainable-ai temperature-prediction healthcare-ai multi-criteria-decision-making infrared-thermography histgradientboosting
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Jun 5, 2026 - Jupyter Notebook
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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