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multi-output-forecasting

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brprojects / Energy-Prediction-ML

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Predicted Spanish day-ahead energy demand and price with 97.5% accuracy using a range of ML and statistical time series forecasting models including XGBoost, Transformers, TFTs and SARIMA.

data-science machine-learning deep-learning scikit-learn pytorch feature-selection transformer xgboost forecasting data-analysis feature-engineering hyperparameter-tuning statistical-models time-series-analysis time-series-forecasting energy-markets day-ahead-market sarima-model temporal-fusion-transformer multi-output-forecasting
  • Updated Apr 6, 2025
  • Jupyter Notebook

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