deepcave.runs.converters.amltk

# AMLTKRun

This module provides utilities to create an AMLTK (AutoML Toolkit) run.

## Classes

  • AMLTKRun: Define an AMLTK run object.

Classes

AMLTKRun(name[, configspace, objectives, ...])

Define an AMLTK (AutoML Toolkit) run object.
class deepcave.runs.converters.amltk.AMLTKRun(name, configspace=None, objectives=None, meta=None, path=None)[source]

Bases: Run

Define an AMLTK (AutoML Toolkit) run object.

Properties

pathPath

The path to the run.

classmethod from_path(path)[source]

Based on working_dir/run_name/*, return a new trials object.

Parameters:

path (Union[Path, str]) – The path to base the trial object on.

Return type:

The AMLTK run.

Raises:

RuntimeError – Instances are not supported.

property hash: str

Hash of the current run.

If the hash changes, the cache has to be cleared. This ensures that the cache always holds the latest results of the run.

Returns:

The hash of the run.

Return type:

str

property latest_change: float | int

Get the timestamp of the latest change.

Returns:

The latest change.

Return type:

Union[float, int]

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