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The CityLearn Challenge 2023 Dataset

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DataCite Commons2026-03-29 更新2026-05-05 收录
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https://dataverse.tdl.org/citation?persistentId=doi:10.18738/T8/SXFWTI
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资源简介:
This is the dataset used for <a href="https://www.aicrowd.com/challenges/neurips-2023-citylearn-challenge">The CityLearn Challenge 2023</a>. <br> <br> It contains the schema, buildings, weather, carbon intensity and electricity pricing datasets for Phases 1, 2 and 3 in separate folders. Note that the same dataset is used for both forecasting and control tracks. The difference between phase datasets that have the same name but different suffix number e.g. <code>citylearn_challenge_2023_phase_3_1</code> and <code>citylearn_challenge_2023_phase_3_2</code> is the <code>random_seed</code> used to set their power outage model. <br> <br> The CityLearn version that was used for The CityLearn Challenge 2023 can be installed through pip: <br> <br> <code>pip install CityLearn==2.1b12</code> <br> <br> Earlier and later CityLearn versions may also be compatible with this dataset but could produce different simulation results. <br> <br> Please, refer to either the <a href="https://gitlab.aicrowd.com/aicrowd/challenges/citylearn-challenge/citylearn-2023-forecasting-track-starter-kit">forecasting track</a> or <a href="https://gitlab.aicrowd.com/aicrowd/challenges/citylearn-challenge/citylearn-2023-starter-kit">control track</a> starter-kit to see how to use this dataset.
提供机构:
Texas Data Repository
创建时间:
2024-02-03
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