GithubHelp home page GithubHelp logo

Can we add past_covariates and future_covariates to support in darts/darts/models/forecasting /exponential_smoothing.py ? about darts HOT 2 CLOSED

akshobhya95 avatar akshobhya95 commented on September 25, 2024
Can we add past_covariates and future_covariates to support in darts/darts/models/forecasting /exponential_smoothing.py ?

from darts.

Comments (2)

madtoinou avatar madtoinou commented on September 25, 2024 2

Hi @akshobhya95,

By "design/definition", exponential smoothing does not support covariates at all. I don't know how you managed to pass it covariates?

Making Prophet and ARIMA support past covariates would be equivalent to developing new models, which is not in our priorities.

If you have some covariates at your disposition, I would recommend using focusing on models that already support them or use the other models without the covariates.

from darts.

akshobhya95 avatar akshobhya95 commented on September 25, 2024

Thanks for making it clear @madtoinou.

from darts.

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.