Edframe: Open-Source Library For End-To-End Energy Disaggregation In Python

Edframe is a novel open-source Python library for computational energy disaggregation. The main focus of this toolkit is to lower the entry point into the domain as well as to accelerate the assessment of energy disaggregation results. It provides both researchers and engineers with a plurality of validated methods for full-scale research and development. In this research work, a new method for generating synthetic datasets is implemented to minimize the dependency on data processing and ease the reasoning behind the performance reduction of energy disaggregation algorithms.