TSMixer: An all-MLP Architecture for Time Series Forecasting

Authors: Si-An Chen, Chun-Liang Li, Nate Yoder, Sercan Arik and Tomas Pfister

Paper link: TBA

Repository Organization

This repository contains two variants of TSMixer:

1. tsmixer_basic: The basic version of TSMixer, used for multivariate long-term forecasting tasks such as ETT, Weather, Electricity, Traffic.
2. tsmixer_extended (TBD): TSMixer that leveraging auxiliary information (static features and future features), used for M5.

Usage

Please check README in subdirectories for installation guides and training examples.