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demand

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pcpp94 / prophet_GB_demand_forecasting_one

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This repository provides tools for forecasting Great Britain’s power demand using Facebook’s Prophet model. It includes Python functions and Jupyter notebooks for daily and monthly forecasts, integrating weather and GDP as regressors, with hyperparameter tuning via HyperOpt.

demand weather energy timeseries time-series mathematics holidays forecast power daily decomposition forecasting bayesian-inference bayesian-optimization prophet monthly time-series-analysis hourly
  • Updated Oct 17, 2024
  • Jupyter Notebook

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