AI Experiment Utils

class ibm_watsonx_gov.ai_experiments.utils.ai_experiment_utils.AIExperimentUtils

Bases: object

Class for AI experiment related utility methods

classmethod construct_result_attachment_payload(evaluation_results: dict, nodes: List[Node] = None)

Constructs payload for result attachment from experiment run’s result :param - evaluation_results: The dict of metrics from evaluators and custom.

Returns: The payload for result attachment and total number of records processed

classmethod get_result_with_metric_groups(metrics: list) → list

Organises the result based on metric groups :param - metrics: The list of metrics

Returns: The list containing metric groups and corresponding metrics for each group