{
  "python-selection": "python python-research/research.py --scenario selection --data-dir inputs --output-dir results/python",
  "python-all": "python python-research/research.py --scenario all --data-dir inputs --output-dir results/python-all",
  "compiled-selection": "limen run --no-progress-bar compiled-research/selection.yaml",
  "compiled-all": "sh compiled-research/run.sh",
  "install": "python -m pip install \"vaquum-limen[data]\"",
  "compiled-yaml": "limen run --no-progress-bar compiled-research/selection.yaml",
  "compiled-research": "limen run --no-progress-bar compiled-research/research.yaml",
  "compiled-assess": "limen assess compiled-research/research.yaml --results results/dev/compiled-research",
  "compiled-folds": "limen assess compiled-research/walk_forward.yaml --results results/dev/compiled-walk_forward",
  "compiled-selection-assess": "limen assess compiled-research/selection.yaml --results results/dev/compiled-cli",
  "download-project": "curl --fail --location https://docs.vaquum.fi/limen/source/docs/examples/acquire.sh -o acquire.sh",
  "acquire-project": "sh acquire.sh limen-research"
}