Skip to content

Example — Compare simulations

Category: Small (no AI) · Script: examples/small/08_compare_sims.py Minimal (2 lines): examples/minimal/compare_runs.py

Compare two simulation outputs (RMSE, AUC). Works offline.


How to run

pip install -e "src/praisonai-bio"
python examples/small/08_compare_sims.py

Needs: None — offline.


Tested output

Live capture from ./scripts/capture_example_outputs.sh.

Click to view full output
{
  "baseline_keys": [
    "ATP"
  ],
  "perturbation_keys": [
    "ATP"
  ],
  "parameter_changed": null,
  "metrics": {
    "ATP": {
      "rmse": 0.04082482904638634,
      "peak_time_baseline": 0.0,
      "peak_time_variant": 0.0,
      "auc_baseline": 1.8,
      "auc_variant": 1.725
    }
  },
  "status": "compared"
}

← All examples