alphagenome.models.dna_client.ModelVersion

alphagenome.models.dna_client.ModelVersion#

class alphagenome.models.dna_client.ModelVersion(value)[source]#

Enumeration of all available model versions.

A fold is a part of the genome that is held out from training, and is used for model validation.

Folds are numbered from 0 to 3, and represent disjoint subsets of the genome.

A model version that is designated FOLD_#, where # is an integer from 0 to 3, indicates that the model was trained with that particular fold held out.

The ALL_FOLDS version indicates that the model was trained on all folds, with none held out.

Attributes#

Table

ALL_FOLDS

FOLD_0

FOLD_1

FOLD_2

FOLD_3

ModelVersion.ALL_FOLDS = 1#
ModelVersion.FOLD_0 = 2#
ModelVersion.FOLD_1 = 3#
ModelVersion.FOLD_2 = 4#
ModelVersion.FOLD_3 = 5#
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