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building-energy-forecasting

Here are 6 public repositories matching this topic...

buds-lab / ashrae-great-energy-predictor-3-solution-analysis

Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition

kaggle kaggle-competition energy-data energy-consumption ashrae building-energy ashrae-energy-prediction building-energy-forecasting rank-solution

Updated Dec 8, 2022
Jupyter Notebook

cuge1995 / awesome-energy-forecasting

list of papers, code, and other resources

wind-speed energy-data solar-energy renewable-energy wind-energy clean-energy time-series-prediction time-series-forecasting building-energy solar-forecasting wind-energy-analytics energy-prediction wind-forecasting building-energy-forecasting

Updated Sep 16, 2021

Dylan0211 / TinHau-forecasting

TinHau: A Time-series Foundation Model for Building Energy Forecasting

building-energy-forecasting time-series-foundation-model

Updated Mar 13, 2025
Python

XPX-LQL / BaEF

BaEF: Building-aware Global ITransformer Framework for Multi-Building Energy Forecasting

energy-consumption electricity-consumption energy-efficiency building-automation smart-city building-energy-forecasting itransformer building-aware multi-building

Updated Apr 26, 2026
Python

mnikoopayan / CU-BEMS-Probabilistic-Building-Energy-Forecasting

Reproducibility repository for CU-BEMS probabilistic building energy forecasting with CNN-LSTM quantile prediction, SHAP explainability, candidate anomaly screening, and few-shot transfer learning.

transfer-learning quantile-regression explainable-ai cnn-lstm probabilistic-forecasting shap building-energy-forecasting smart-buildings cu-bems

Updated Jul 8, 2026
Jupyter Notebook

mz256 / ashrae_energy_forecast

Time series forecasting for energy consumption, ASHRAE dataset on Kaggle. Data wrangling and FE (Pandas), regression (RF, LightGBM, DNN).

machine-learning deep-learning kaggle-competition energy-data gradient-boosting ashrae-energy-prediction building-energy-forecasting lightgbm-regressor

Updated Sep 30, 2021
Jupyter Notebook

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