AutoMixer: Automate Multi-Scale Mixing for Time Series Forecasting Based on Neural Architecture Search

Dataset

You can download the all datasets from datasets. All the datasets are well pre-processed and can be used easily.

Requirements

Automixer has tested using python 3.8. For convenience, execute the following command.

pip install -r requirements.txt

Running the code

You can get into the folder ./sh and use following command to test code:

bash m4.sh
bash train3.sh
bash train4.sh
bash train7.sh
bash train8.sh
bash weather.sh
bash solar.sh
bash ETT.sh