DELVE Simulation Experiments

This repository contains the simulation notebooks used for the DELVE paper experiments.

Repository layout

• notebooks/: experiment notebooks
• src/functions.py: shared helper functions used by multiple notebooks
• data/: optional place for local input data (kept mostly out of git)
• scripts/: maintenance scripts for preparing notebooks before publishing

Included experiments

• Line VS. Rectangle -convergence.ipynb
• Line VS. Rectangle .ipynb
• Line VS cube.ipynb
• Torus - multimodal.ipynb
• Yoda and Rabit.ipynb
• Accelerometer VS gyroscope.ipynb
• ECG example.ipynb
• ECG real data.ipynb

Quick start

python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
jupyter lab

Prepare notebooks for GitHub

To reduce repository size and remove machine-specific outputs:

python scripts/strip_notebooks.py

This clears notebook cell outputs and execution counts in notebooks/.

Upload to GitHub

git add .
git commit -m "Add DELVE simulation notebooks and project structure"
git branch -M main
git remote add origin <YOUR_REPO_URL>
git push -u origin main

Notes

• Some notebooks may require local datasets that are not committed.
• If you have large files, use Git LFS for .mat, .npy, or media files.