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Surrogate Modeling

... is an umbrella term for approximations of building energy models using Machine Learning (ML) or algorithmic approach, as compared to (slower) simulations. This repository contains utilities and models to replicate ResStock dataset using Surrogate Modeling.

This code was developed in and depends on Databricks.

More technical documentation will be added in the future, but for now see Architechture and Features & Upgrades.

Note that there are two other version of this model that are stored in deprecated/ that are not being maintained.

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