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Source code for HN-MVTS: Multivariate Time Series Forecasting with HyperNetworks" (AAAI 2026)

License

The code is released under the Apache-2.0 License. There is no limitation for both academic and commercial usage.

Installing

  1. Download datasets from original locations and copy npy files into data/ folder. We store all necessary files in our own GoogleDrive for simplicity
  2. Install Python packages listed in requirements.txt

Running

Run files to reproduce experiments for each model, e.g., the following code for DLinear

    python exp_dlinear.py

The results are stores in the results/ folder. They can be visualized by notebook

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Hypernetwork-based multivariate time-series forecasting

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