ray_utilities package

Subpackages

Submodules

ray_utilities.comet module

ray_utilities.constants module

Constants and configuration values used throughout Ray Utilities.

Defines important constants, version checks, and configuration values used across the Ray Utilities package. Includes version compatibility flags, metric keys for Ray RLlib, Comet ML configuration, and video logging constants.

Key Constants:: RAY_VERSION: Current Ray version for compatibility checks RAY_NEW_API_STACK_ENABLED: Whether Ray’s new API stack is available EVAL_METRIC_RETURN_MEAN: Standard evaluation return metric key DEFAULT_VIDEO_DICT_KEYS: Video logging configuration keys COMET_OFFLINE_DIRECTORY: Path for offline Comet ML experiments

Example

>>> from ray_utilities.constants import RAY_NEW_API_STACK_ENABLED
>>> if RAY_NEW_API_STACK_ENABLED:
...     # Use new Ray API features
...     pass

ray_utilities.discrete_evaluation module

ray_utilities.dummy_encoder module

ray_utilities.misc module

ray_utilities.nice_logger module

ray_utilities.postprocessing module

ray_utilities.random module

ray_utilities.temp_dir module

ray_utilities.testing_utils module

ray_utilities.warn module

Module contents