Using an integrated pinball-loss objective function in various recurrent based deep learning architectures made with keras to simultaneously produce probabilistic forecasts for UK wind, solar, demand and price forecasts.
deep-learning keras cnn lstm interactive-visualizations renewable-energy d3-visualization encoder-decoder quantile-regression pinball-loss
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Updated
Nov 20, 2022 - Python