Experiment Group

class ExperimentGroup(name: str, datasets: List[str | Tuple[str, str]], workflow: str, algorithms: List[str], data_config: Dict[str, Any] | None = None, algorithm_config: Dict[str, Dict[str, Any]] | None = None, description: str | None = '', workflow_args: Dict[str, Any] | None = None)

Container for experiment group configuration.

Parameters:

namestr

Unique identifier for the experiment group

datasetslist

List of dataset filenames relative to project’s datasets directory

algorithmslist

List of algorithms to use

data_configdict, optional

Arguments for DataManager

algorithm_configdict, optional

Arguments to apply to AlgorithmWrappers

descriptionstr, optional

Description for the experiment group

workflowstr

Name of the workflow file to use (without .py extension)

workflow_argsdict, optional

Arguments to pass to workflow as attributes

property dataset_paths: List[Tuple[Path, str | None]]

Get full paths to datasets relative to project root.

Returns:

list of (pathlib.Path, str or None)

Each tuple contains:

• pathpathlib.Path

  Full path to the dataset file

• table_namestr or None

  Name of table for database files, None for regular files

Raises:

FileNotFoundError

If project root (.briskconfig) cannot be found