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CCDM: Channel-Aware Contrastive Conditional Diffusion for Multivariate Probabilistic Forecasting

To straightforwardly implement CCDM method on various forecasting scenarios demonstrated in original manuscript, please directly change the configurations in four executable files:

  1. run_I48_O96.py
  2. run_I96_O168.py
  3. run_I192_O336.py
  4. run_I336_O720.py

Dataset is available at: https://github.com/thuml/Time-Series-Library.

We will continue to refine this code repository once the paper can be published.

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