Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting (AAAI'21 Best Paper)

An easy-to-use implementation.

Source Repo

https://github.com/zhouhaoyi/Informer2020

Resources

• Ubuntu 18.04.6 LTS, x86_64, CPU only;
• Ubuntu 18.04.6 LTS, x86_64, NVIDIA Tesla V100 SXM2 16GB with CUDA 11.8
• Ubuntu 18.04.6 LTS, x86_64, NVIDIA Tesla V100 SXM2 32GB with CUDA 11.8

Environment

conda create --name py3912 python=3.9.12
conda activate py3912
pip install -r requirements.txt

Demo

python run_demo.py