Quick start

To prepare data, train models, and make forecasts, follow the walkthrough.

For reproducibility, download the Zenodo archive (DOI: 10.5281/zenodo.22699980). To plot the figures in the paper, place the extracted archive at influpaint-paper/influpaint_paper_reproduction_data/ and run from the research repository root:

Bash

python -m paper_figures.final_figures --data-root influpaint-paper/influpaint_paper_reproduction_data

Outputs go to the archive's regenerated_paper_figures/. See Reproduce the paper figures for the output filenames and the saved data used by each plot. Install the environment using these instructions.

For a fresh calibration, restore the exact training datasets as shown in step 2, then follow steps 3–7. main_training/runs.txt collects the commands; its Slurm launchers must be submitted from the repository root. New jobs are generated under main_training/generated/ after training finishes.