Skip to content

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

License

Notifications You must be signed in to change notification settings

OdysseasKr/neural-disaggregator

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

72 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

neural-disaggregator

Implementations of NILM disaggegregators using Neural Networks, using NILMTK and Keras.

Most of the architectures are based on Neural NILM: Deep Neural Networks Applied to Energy Disaggregation by Jack Kelly and William Knottenbelt.

The implemented models are:

Note: If you are looking for the LookbackGRU folder, it has been moved to http://github.com/OdysseasKr/online-nilm. I try to keep this repo clean by using the same train and test sets for all architectures.

About

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

Topics

Resources

License

Stars

Watchers

Forks