evaluation

Evaluation Helpers.

Classes

evaluation._arunner.AsyncExperimentResults(...)
evaluation._runner.ComparativeExperimentResults(results)	Represents the results of an evaluate_comparative() call.
evaluation._runner.ExperimentResultRow
evaluation._runner.ExperimentResults(...[, ...])	Represents the results of an evaluate() call.
evaluation.evaluator.Category	A category for categorical feedback.
evaluation.evaluator.ComparisonEvaluationResult	Feedback scores for the results of comparative evaluations.
evaluation.evaluator.DynamicComparisonRunEvaluator(func)	Compare predictions (as traces) from 2 or more runs.
evaluation.evaluator.DynamicRunEvaluator(func)	A dynamic evaluator that wraps a function and transforms it into a RunEvaluator.
evaluation.evaluator.EvaluationResult	Evaluation result.
evaluation.evaluator.EvaluationResults	Batch evaluation results.
evaluation.evaluator.FeedbackConfig	Configuration to define a type of feedback.
evaluation.evaluator.RunEvaluator()	Evaluator interface class.
evaluation.llm_evaluator.CategoricalScoreConfig	Configuration for a categorical score.
evaluation.llm_evaluator.ContinuousScoreConfig	Configuration for a continuous score.

Functions

evaluation._arunner.aevaluate(target, /, data)	Evaluate an async target system or function on a given dataset.
evaluation._arunner.aevaluate_existing(...)	Evaluate existing experiment runs asynchronously.
evaluation._arunner.async_chain_from_iterable(...)	Chain multiple async iterables.
evaluation._runner.evaluate(target, /, data)	Evaluate an application on a given dataset.
evaluation._runner.evaluate_comparative(...)	Evaluate existing experiment runs against each other.
evaluation._runner.evaluate_existing(...[, ...])	Evaluate existing experiment runs.
evaluation.evaluator.comparison_evaluator(func)	Create a comaprison evaluator from a function.
evaluation.evaluator.run_evaluator(func)	Create a run evaluator from a function.