Experiments

MLOps experiment is a machine learning experiment that can contain many iterations

mlops.tracking.get_experiment

Function retrieves an experiment from MLOps App

Arguments:

• experiment_id: string

  Id of the experiment, that will be retrieved from MLOps app

• project_id: string, optional

  Id of the project, that the experiment comes from. By default value is the active project

Returns:

• experiment: dictionary

  JSON data of the experiment

mlops.tracking.create_experiment

Function creates a new experiment

Arguments:

• name: string

  Name of the created experiment

• description: string, optional

  Description of the created experiment

• project_id: string, optional

  Id of the project, that the experiment comes from

Returns:

• experiment: dictionary

  JSON data of the created experiment

mlops.tracking.set_active_experiment

Function sets the active experiment to given experiment id of an existing MLOps experiment

Arguments:

• experiment_id: string

  Id of the experiment, that will be set as active

Returns:

• result: string

  Message informing about the new active experiment