Explainable approaches for forecasting building electricity consumption

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Dataset information

Catalog
Zenodo catalog
Country of origin
EU institutions
Updated
2024.07.06 00:00
Created
2024.01.01
Available languages
English
Keywords
LSTM models, electricity demand forecasting, training timeframe, counterfactuals, symbolic expressions, STS models, actionable features, model explainability, GP models, SHAP values
Datasource
Official portal for European data link
Quality scoring

Dataset description

A range of LSTM, GP and STS models (provided as Jupyter notebooks) and yearly data (provided as excel files) used for developing explainable approaches for building electricity demand forecasting. A index of the models is also provided.
European data infrastructure with broad catalog discovery, free evaluation access and production-grade API options.
190K+
indexed dataset pages
32
countries and EU institutions
2019
API-first since
Free API quota
for evaluation and prototypes
SLA
history and push on production APIs
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