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Neuralnilm ⭐ 90

Deep Neural Networks Applied to Energy Disaggregation

Neural Disaggregator ⭐ 82

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

Nilm Thresholding ⭐ 28

⚠️ This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.

Neuralnilm_prototype ⭐ 26

A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.

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