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.