Alternatives and similar repositories for Electricity-load-disaggregation

Users that are interested in Electricity-load-disaggregation are comparing it to the libraries listed below

• smakonin / SparseNILM
  The super-state hidden Markov model disaggregator that uses a sparse Viterbi algorithm for decoding. This project contains the source cod…
  ☆92Updated 7 years ago
• areinhardt / antgen
  AMBAL-based NILM Trace generator
  ☆22Updated 3 years ago
• JackKelly / neuralnilm
  Deep Neural Networks Applied to Energy Disaggregation
  ☆159Updated 6 years ago
• nilmtk / buildsys2019-paper-notebooks
  ☆23Updated 5 years ago
• minhup / Energy-Disaggregation
  ☆85Updated 8 years ago
• JackKelly / neuralnilm_prototype
  ☆56Updated 7 years ago
• compsust / ALIP_NILM
  An aided linear integer programming (ALIP) non-intrusive load monitoring (NILM) algorithm.
  ☆10Updated 8 years ago
• nilmtk / nilmtk-contrib
  ☆132Updated 4 months ago
• OdysseasKr / neural-disaggregator
  Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.
  ☆145Updated 4 years ago
• loneharoon / GSP_energy_disaggregator
  This contains the energy disaggregation code based on Graph Signal Processing approach
  ☆28Updated 3 years ago
• klemenjak / SynD
  A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring
  ☆30Updated 5 years ago
• MingjunZhong / NeuralNetNilm
  Sequence-to-point learning for non-intrusive load monitoring (energy disaggregation)
  ☆75Updated 5 years ago
• nilmtk / nilm_metadata
  A schema for modelling meters, measurements, appliances, buildings etc
  ☆54Updated 4 months ago
• OdysseasKr / online-nilm
  Code for the experiments in "Sliding Window Approach for Online Energy Disaggregation Using Artificial Neural Networks"
  ☆64Updated 5 years ago
• klemenjak / nilm-papers-with-code
  An archive for NILM papers with source code and other supplemental material
  ☆140Updated last year
• beckel / nilm-eval
  NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms
  ☆119Updated 10 years ago
• tperol / am207-NILM-project
  Repo for am207 final project
  ☆13Updated 9 years ago
• sustainablecomputinglab / smartsim
  ☆15Updated 9 years ago
• cuge1995 / awesome-energy-forecasting
  list of papers, code, and other resources
  ☆67Updated 4 years ago
• ch-shin / awesome-nilm
  A curated resources of awesome NILM resources
  ☆208Updated last year
• ZhangRaymond / Neural-NILM
  An Non-Intrusive Load Disaggregation method based on Neural Network. A sequence-to-sequence model and a sequence-to-point model are propo…
  ☆47Updated 6 years ago
• louisyuzhe / MachineLearning_NILM
  Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monito…
  ☆33Updated 5 years ago
• MingjunZhong / LatentBayesianMelding
  Latent Bayesian melding for non-intrusive load monitoring (energy disaggregation)
  ☆22Updated 6 years ago
• areinhardt / tracebase
  The tracebase appliance-level power consumption data set
  ☆41Updated 5 years ago
• low-voltage-loadforecasting / low-voltage-loadforecasting.github.io
  This is the repository for the Github pages site produced with Jekyll to our page hosting an overview of load forecasting data sets as pr…
  ☆29Updated last year
• nilmtk / nilmtk
  Non-Intrusive Load Monitoring Toolkit (nilmtk)
  ☆902Updated 2 weeks ago
• thibautlavril / NILM-Framework
  ☆18Updated 10 years ago
• gjwo / nilm_gjw_data
  Non Intrusive Load Monitoring data repository and data converter for NILMTK
  ☆11Updated 8 years ago
• jingkungao / PLAID
  IPython Notebook to explore PLAID dataset
  ☆35Updated last year
• JackBarber98 / pruned-nilm
  This repo provides four weight pruning algorithms for use in sequence-to-point energy disaggregation as well as three alternative neural …
  ☆41Updated 5 years ago