Predicting energy efficiency from Energy Performance Certificates (EPC) using machine learning
This repo provides the material to support the work undertaken by the Data Science Campus to explore using machine learing to predict energy efficiency.
Specifically we explore:
The full report gives detail on the data sets used. Please note for data security reasons it isn’t possible to publish the code for everything contained with this report.
The study is implemented through a series of files that can be found in the ./01_code folder. Make sure you read the ./01_code/config-explanation.md first on how you should set up your config file, collect required data sets and name all your files.