Code Monkey home page Code Monkey logo

Comments (2)

pennfranc avatar pennfranc commented on August 21, 2024 1

Thanks for your inputs, we will put this on our radar! It might indeed be nice to have a subclass of ForecastingModel that can take any regression model to produce predictions using autoregression. In the meantime, if you're interested in contributing to Darts, please check out this post for guidelines to implement a new model. Also, please let us know if you have any other ideas!

from darts.

hrzn avatar hrzn commented on August 21, 2024

Here are some elements of answers:
Some models are auto-regressive in nature (e.g AR(I)MA) and so this is already embedded in some models. Some other models such as neural networks are not (always) auto-regressive in nature but rather work by predicting fixed-length outputs. For these cases (neural networks), Darts now provides a native auto-regressive functionality, which will recursively call the neural net on its own outputs until predictions of a certain horizon length are obtained.
As auto-regressive forecasting is a somewhat "abstract" feature that is quite model-dependent, I'm closing this issue. Thanks for the comment @martins0n

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.