DatasetSplit

class hybrid_learning.datasets.base.DatasetSplit(value)

Bases: Enum

Types of dataset splits.

Public Data Attributes:

VAL	The validation set for quality checks/early stopping during training.
TRAIN	The training set (not for testing or validation).
TEST	The test set for testing after finished training.
TRAIN_VAL	The combined training and validation set.
ALL	Combination of all training, validation, and test set.

Inherited from : py: class:Enum

Special Methods:

__repr__()	Nice representation.
__new__(value)

Inherited from : py: class:Enum

__repr__()	Nice representation.
__str__()	Return str(self).
__dir__()	Returns all members and all public methods
__format__(format_spec)	Returns format using actual value type unless __str__ has been overridden.
__hash__()	Return hash(self).
__reduce_ex__(proto)	Helper for pickle.

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ALL = 'all'

Combination of all training, validation, and test set.

TEST = 'test'

The test set for testing after finished training.

TRAIN = 'train'

The training set (not for testing or validation).

TRAIN_VAL = 'trainval'

The combined training and validation set.

VAL = 'val'

The validation set for quality checks/early stopping during training.