pipeline_from_config

pipeline_from_config(config: Mapping[str, Any], discard_seed: bool = False, **kwargs) → PipelineResult

Run the pipeline with a configuration dictionary.

Parameters:

• config (Mapping[str, Any]) – The experiment configuration dictionary. Should have a ‘metadata’ and ‘pipeline’ key. The metadata entry is passed to the metadata argument of pipeline(). The ‘pipeline’ entry is passed via splat to pipeline().

• discard_seed (bool) – whether to discard the random seed for the pipeline, if present.

• kwargs – Additional kwargs to forward to pipeline().

Returns:

The results of running the pipeline on the given configuration.

Return type:

PipelineResult