Giter VIP home page Giter VIP logo

Comments (2)

Merelynn avatar Merelynn commented on June 25, 2024 1

Thanks a lot, your answer really helps me!

from neural-disaggregator.

OdysseasKr avatar OdysseasKr commented on June 25, 2024

Hi! I am not sure I fully understand your question but I will do my best to answer some points.

  1. I believe you refer to Neural NILM, right?
  2. NILMTK is used to get data from datasets and some utility operations. This code uses NILMTK to train models which are then used for disaggregation.
  3. The models in this repository are used for energy disaggregation. This means that given the mains consumption as input, they output the consumption of a specific appliance. Therefore, we don't get activations, but the whole timeseries of the consumption for the target device. If you need only the activations, you need to get the points where the consumption is greater than the "turn on threshold". NILMTK provides thresholds for all appliances in REDD and UKDALE.
  4. "Predict" in the context of Keras (and machine learning in general) is used when talking about getting results from new data. So we "train" or "fit" during the training phase and we "predict" during the deployment or testing phase. So "predicting" and "disaggregating" mean the same in this context.

from neural-disaggregator.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.