Ship Dataset

Fill in a module description here

dl_ship

 dl_ship (save_path:pathlib.Path, force_download:bool=False,
          remove_download:bool=True)

	Type	Default	Details
save_path	Path		directory the files are written to, created if it does not exist
force_download	bool	False	force download the dataset
remove_download	bool	True
Returns	None

tmp_dir = idb.get_default_data_root()
dl_ship(tmp_dir / 'ship')

/Users/daniel/Development/identibench/.venv/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install 
"ipywidgets" for Jupyter support
  warnings.warn('install "ipywidgets" for Jupyter support')

🎉 Connected to 'https://darus.uni-stuttgart.de/'

Fetching dataset 'doi:10.18419/darus-2905' from 'https://darus.uni-stuttgart.de/'

╭────────────────────────────────────────── Dataset Information ──────────────────────────────────────────╮
│ Title: A Simulated 4-DOF Ship Motion Dataset for System Identification under Environmental Disturbances │
│ Version: latest                                                                                         │
│ Files: 126                                                                                              │
╰─────────────────────────────────────────────────────────────────────────────────────────────────────────╯

Downloading files

╰── ✅ Done

results = idb.run_benchmark(
    spec=BenchmarkShip_Simulation, 
    build_model=idb._dummy_build_model
)
results['metric_score']

Building model with spec: BenchmarkShip_Simulation, seed: 3748348152

1.1163076096434674

results = idb.run_benchmark(
    spec=BenchmarkShip_Prediction, 
    build_model=idb._dummy_build_model
)
results['metric_score']

Building model with spec: BenchmarkShip_Prediction, seed: 4165156300

1.0794470890247279