non-intrusive-load-monitoring topic
nilm-papers-with-code
An archive for NILM papers with source code and other supplemental material
multi-nilm
Multi-NILM: Multi Label Non Intrusive Load Monitoring
nnilm
A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.
attention-nilm
An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring
SynD
A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring
awesome-NILM-with-code
A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.
pruned-nilm
This repo provides four weight pruning algorithms for use in sequence-to-point energy disaggregation as well as three alternative neural network architectures.
nilm_analyzer
Simple, fast and handy data loaders for NILM datasets to explore the data at convenience, provided with basic transformations like resampling, normalization and extract activities by thresholding.