src.internal.experiment_connector package

This module contains the experiment connector classes, which provides a common interface to allow the app to interact with different providers (e.g ClearML experiments, Weights and Biases runs, DVC, etc.)

class src.internal.experiment_connector.Experiment

Bases: object

Constructor class for different experiment connectors

static from_connector(connector_type: Connector, **kwargs) → ClearMLExperiment

Create a new experiment

Parameters:

• connector_type (Connector) – Type of connector to use

• **kwargs – Keyword arguments to pass to connector

Raises:

KeyError – If connector type is not supported

Returns:

Created experiment

Return type:

ExperimentConnector

Submodules

• src.internal.experiment_connector.clearml_exp module
  • ClearMLExperiment
    • ClearMLExperiment._abc_impl
    • ClearMLExperiment._to_plotly_json()
    • ClearMLExperiment.artifacts
    • ClearMLExperiment.clone()
    • ClearMLExperiment.clone_self()
    • ClearMLExperiment.close()
    • ClearMLExperiment.config
    • ClearMLExperiment.delete()
    • ClearMLExperiment.execute()
    • ClearMLExperiment.get()
    • ClearMLExperiment.get_metadata()
    • ClearMLExperiment.list_tasks()
    • ClearMLExperiment.metrics
    • ClearMLExperiment.models
    • ClearMLExperiment.plots
    • ClearMLExperiment.tags
• src.internal.experiment_connector.connector module
  • ExperimentConnector
    • ExperimentConnector._abc_impl
    • ExperimentConnector.artifacts
    • ExperimentConnector.clone()
    • ExperimentConnector.close()
    • ExperimentConnector.config
    • ExperimentConnector.delete()
    • ExperimentConnector.get()
    • ExperimentConnector.models
    • ExperimentConnector.tags