This is the code associated with "Conformal Prediction Intervals with Temporal Dependence".
To replicate the (Load) experiments:
- Train the base models:
python -m utils.main_experiments - run
main.ipynbfor results
For other datasets, please download the corresponding data and change the __main__ section.
numpy, torch, pandas, scipy, matplotlib, and tqdm
(jupyter and notebook if you want to use the notebook)
env.yml contains the full environment.