Popular GitHub Repositories for Nilm

Deep Neural Networks Applied to Energy Disaggregation

Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.

An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring

A new CNN architecture to perform detection, feature extraction, and multi-label classification of loads, in non-intrusive load monitoring (NILM) approaches, with a single model for high-frequency signals.