nilmtk

There are 2 repositories under nilmtk topic.

nilmtk / nilmtk
Non-Intrusive Load Monitoring Toolkit (nilmtk)
disaggregation python nilm energy forecasting algorithms ipython-notebook energy-disaggregation nilmtk nilm-algorithms
Language:Python 805
OdysseasKr / neural-disaggregator
Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.
nilm neural-network keras-tensorflow nilmtk
Language:Jupyter Notebook 135
maechler / nnilm
A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.
nilm nilmtk nilm-algorithms keras neural-network non-intrusive-load-monitoring
Language:Python 34
SynD
klemenjak / SynD
A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring
non-intrusive-load-monitoring energy-disaggregation energy-consumption datasets datasets-simulation nilmtk nilm
24
DEPS_NILM_Dataset
AriasSilva / DEPS_NILM_Dataset
DEPS: Dataset de la Escuela Politénica Superior
nilm nilmtk energy-disaggregation python ipython-notebook energy dataset
Language:HTML 6
kehkok / nilmtk-ukdale
Group of Apprentices to learn NILMTK with UK-DALE
nilm nilmtk ai deep-learning machine-learning
Language:Jupyter Notebook 4
klemenjak / nilm-transferability-metrics
Metrics to assess the generalisation ability of NILM algorithms
non-intrusive-load-monitoring transferability generalisation energy-disaggregation nilmtk overfitting
4
Vishalks / Energy-Disaggregation-and-Transfer-Learning-using-Deep-Learning
This repository contains my implementation for Energy Disaggregation of appliances from mains consumption using stacked ensemble deep learning
energy-disaggregation deep-learning nilmtk redd transfer-learning cnn-keras machine-learning stacked-ensembles deep-neural-networks
Language:Jupyter Notebook 3
ts2img
jenkoj / ts2img
Notebook script that converts time-series data to images using pyts and nilmtk.
energy pyhon jupyter-notebook converter time-series time-series-imaging classification machine-learning nilmtk
Language:Python 1
Vishalks / SBU-AMS-559.01-Smart-Energy-in-the-Information-Age
This repository contains assignments and project work related to the course
smart-energy machine-learning nilmtk energy-disaggregation deep-learning ensemble-learning
Language:Jupyter Notebook 0
klemenjak / antgen
The AMBAL-based NILM Trace generator (for NILMTK)
nilm nilm-algorithms nilmtk energy-disaggregation synthetic-data user-modeling user-models appliance-models
Language:Python