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

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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

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

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