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smhi-elpris-se2
moha-kay/smhi-elpris-se2
smhi-elpris-se2 is a machine learning model from moha-kay. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Day-ahead machine learning model predicting electricity prices in price area SE2 using historical Nord Pool spot prices and true SMHI weather forecasts (stgforecast).
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Public
Updated Sep 26, 2026
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At a glance
- License
- mit
- Access
- Public
- Created
- Sep 19, 2026
- Updated
- Sep 26, 2026
- SHA
- 4c12f80e
Model card
From the Hugging Face model README
SMHI Electricity Price Predictor — SE2
Day-ahead machine learning model predicting electricity prices in price area SE2 using historical Nord Pool spot prices and true SMHI weather forecasts (stg__forecast).
Architecture
- Model:
HistGradientBoostingRegressor - Features: Lagged prices (
price_today,price_yesterday,price_7d_ago,price_7d_mean), calendar features, and true day-ahead weather forecasts (tomorrow_temp_mean,tomorrow_wind_mean, etc.). - Data Source: Neon PostgreSQL (
stg__elpris,stg__weather,stg__forecast).
- License
- mit
- Languages
- sv
- Created
- Sep 19, 2026
- Updated
- Sep 26, 2026