building-energy
Building_Energy_Consumption_Sensor_Datairish-building-energy-ratings
Irish Building Energy Ratings (BER)
Every BER cert ever issued in Ireland. About 1.4 million homes, 211 fields per cert: A-G rating, kWh/m²/yr, what fuel they burn, wall U-values, floor area, the lot.
Why this dataset exists
SEAI hides this data behind an ASP.NET form button on their BER Research Tool. Click "Download All Data" and you get a 250MB zipped tab-separated file. No API, no static URL you can curl. Annoying. So I scraped it and flattened it into a clean… See the full description on the dataset page: https://huggingface.co/datasets/FionnHughes/irish-building-energy-ratings.building-energy-benchmarking-requirements
Building Energy Benchmarking and Performance Standard Requirements by Jurisdiction
Canonical, always-current version: https://referencesource.org/building-energy-benchmarking-requirements/
Machine-readable: https://referencesource.org/building-energy-benchmarking-requirements/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-15
Stale after: 2027-02-11 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records:… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/building-energy-benchmarking-requirements.Photon-Energy-office-building-temperature-control
Information
The Photon Energy Office Building Temperature Control dataset is designed to advance research in thermal comfort within buildings and methods for optimal heating control. It includes data from multiple locations, covering parameters such as temperature and humidity, as well as information related to the heating system, including target temperatures and heater valve levels. The dataset was collected from several office buildings in Poland (Eastern Europe) and is provided… See the full description on the dataset page: https://huggingface.co/datasets/ml-photonenergy/Photon-Energy-office-building-temperature-control.EcoDynElec-Resultsvc-program-building-energy-artifacts
Building Energy Training Artifacts
Contents:
hf_dataset/: serialized Hugging Face dataset used by GRPO notebook
sft_splits/: train/val/test split ids used for SFT
grpo_splits/: train/val/test split ids used for GRPO
image_cache_448px.tar.zst: cached 448px resized images for training
To restore the cache locally:
tar --zstd -xf image_cache_448px.tar.zst