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gefs
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Generative Forests in Python
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Jul 6, 2023 - Jupyter Notebook
Predicting where India's medium-range weather forecasts will bust, district by district, and explaining why. XGBoost + SHAP + FastAPI + React, served for $0. SIH 2026 PS 26079 (Ministry of Earth Sciences).
react machine-learning typescript meteorology xgboost india disaster-management gefs explainable-ai smart-india-hackathon forecast-verification weather-forecasting shap fastapi numerical-weather-prediction era5 ensemble-forecasting
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Oct 25, 2026 - Python
An automated trading bot for Kalshi daily temperature prediction markets. It ingests real-time NWP model output (HRRR), live METAR airport observations, and GEFS ensemble forecasts to estimate same-day temperature outcomes and trade where its probability estimate diverges from the market price.
python open-source machine-learning time-series trading-bot nws metar quant lightgbm quantitative-finance python-bot algorithmic-trading automated-trading prediction-markets hrrr probability-calibration kelly-criterion gefs weather-forecasting kalshi
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May 4, 2026 - Python
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