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PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting"

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AMD

PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting"

Installation

Install the dependencies:

pip install -r requirements.txt

Data Preparation

We use pre-processed datasets provided in Autoformer.

Training Example

You can directly run main.py.

The hyperparameters are in Appendix C.4.

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PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting"

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