Top 9% solution for the Kaggle March Machine Learning Mania 2026. Optimized ElasticNet, and HistGradientBoosting models blended with betting market insights.
-
Updated
Apr 15, 2026 - Jupyter Notebook
#
histgradientboosting
Here are 11 public repositories matching this topic...
Supervised surface-condition classification from torque-angle time series recorded by an automated screwdriving station.
-
Updated
Apr 17, 2026 - Python
Machine Learning project for predicting silica concentration in a mining flotation process using HistGradientBoostingRegressor.
python data-science machine-learning scikit-learn regression eda mining data-analysis predictive-maintenance industrial-ai histgradientboosting
-
Updated
Jul 1, 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
-
Updated
Feb 24, 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
-
Updated
May 26, 2026 - Jupyter Notebook
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
-
Updated
Jun 8, 2026 - Jupyter Notebook
End-to-end real-time anomaly detection system leveraging Kafka streaming and stateful behavioural features for low-latency anomaly detection.
-
Updated
Aug 27, 2026 - Python
End-to-end fraud and AML analytics project using Python, PostgreSQL, machine learning and Power BI.
python machine-learning postgresql power-bi data-analytics logistic-regression aml fraud-detection risk-analytics financial-crime fraud-analytics histgradientboosting
-
Updated
Sep 8, 2026 - Python
Intelligent Django weather forecasting application powered by Machine Learning, using OpenWeatherMap & Open-Meteo APIs to predict short-term rainfall from 365 days of historical weather data.
python weather data-science machine-learning django time-series scikit-learn chartjs web-application artificial-intelligence forecasting openweathermap weather-forecast weather-prediction rain-prediction open-meteo histgradientboosting
-
Updated
Jul 14, 2026 - Python
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
-
Updated
Jun 5, 2026 - Jupyter Notebook
Machine learning analysis of speed-dating response prediction using HistGradientBoosting and relationship-based feature engineering.
python machine-learning scikit-learn classification feature-engineering gradient-boosting model-interpretability histgradientboosting
-
Updated
Sep 9, 2026 - Jupyter Notebook
Add this topic to your repo
To associate your repository with the histgradientboosting topic, visit your repo's landing page and select "manage topics."