xplogger.experiment_manager package

Subpackages

Submodules

xplogger.experiment_manager.result module

Result class to interface with experiment results.

class xplogger.experiment_manager.result.Result(id: 'str', name: 'str', label: 'str', config_ids: 'list[str]', mongo_ids: 'list[str]', experiment_sequence: 'ExperimentSequence', metrics: 'dict[str, pd.DataFrame]', info: 'dict[str, Any]')[source]

Bases: object

config_ids: list[str]

experiment_sequence: ExperimentSequence

id: str

info: dict[str, Any]

label: str

metrics: dict[str, pd.DataFrame]

mongo_ids: list[str]

name: str

serialize(dir_path: pathlib.Path) → pathlib.Path[source]: Save the result to the filesystem.

class xplogger.experiment_manager.result.ResultDB(path: Path, results: dict[str, Result])[source]

Bases: collections.UserDict

load_from_filesystem() → None[source]: Load the result db from the filesystem.

save_to_filesystem() → None[source]: Save the result db to the filesystem.

xplogger.experiment_manager.result.deserialize(dir_path: pathlib.Path) → xplogger.experiment_manager.result.Result[source]: Load the result from the filesystem.

xplogger.experiment_manager package

Subpackages

Submodules

xplogger.experiment_manager.result module

Module contents