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PythonlangsmithschemasComparativeExperiment
Class●Since v0.1

ComparativeExperiment

Copy
ComparativeExperiment()

Bases

BaseModel

Attributes

Inherited fromBaseModel

Attributes

Amodel_fields_set: set[str]Amodel_config: ConfigDictAmodel_construct: construct

Methods

Mto_dict
—
View source on GitHub

Recursively generate a dictionary representation of the model, optionally specifying which fields to include or exclude.

Mto_json
—

Generates a JSON string representing this model as it would be received from or sent to the API (but with indentation).

Mconstruct
Mmodel_dump
—

Usage docs: https://docs.pydantic.dev/2.4/concepts/serialization/#modelmodel_dump

Mmodel_dump_json
—

Usage docs: https://docs.pydantic.dev/2.4/concepts/serialization/#modelmodel_dump_json

Classes

CConfig
attribute
id: UUID
attribute
name: Optional[str]
attribute
description: Optional[str]
attribute
tenant_id: UUID
attribute
created_at: datetime
attribute
modified_at: datetime
attribute
reference_dataset_id: UUID
attribute
extra: Optional[dict[str, Any]]
attribute
experiments_info: Optional[list[dict]]
attribute
feedback_stats: Optional[dict[str, Any]]
attribute
metadata: dict[str, Any]

Represents a comparative experiment.

This information summarizes evaluation results comparing two or more models on a given dataset.

The unique identifier for the comparative experiment.

The optional name of the comparative experiment.

An optional description of the comparative experiment.

The identifier of the tenant associated with this experiment.

The timestamp when the comparative experiment was created.

The timestamp when the comparative experiment was last modified.

The identifier of the reference dataset used in this experiment.

Optional additional information about the experiment.

Optional list of dictionaries containing information about individual experiments.

Optional dictionary containing feedback statistics for the experiment.

Retrieve the metadata (if any).