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Tasks 類別

common.core 模組中工作的子類別,可擴充為 SDK 新增更多工作類型。

您可以使用建構函式的 AutoMLConfig 參數,為自動化 ML 實驗 task 設定工作類型。 如需工作的詳細資訊,請參閱 如何定義機器學習工作

繼承
Tasks

建構函式

Tasks()

屬性

ALL

ALL = ['classification', 'regression', 'forecasting', 'image-classification', 'image-classification-multilabel', 'image-multi-labeling', 'image-object-detection', 'image-instance-segmentation', 'text-classification', 'text-classification-multilabel', 'text-ner']

ALL_DNN

ALL_DNN = ['image-classification', 'image-classification-multilabel', 'image-multi-labeling', 'image-object-detection', 'image-instance-segmentation', 'text-classification', 'text-classification-multilabel', 'text-ner']

ALL_IMAGE

ALL_IMAGE = ['image-classification', 'image-classification-multilabel', 'image-multi-labeling', 'image-object-detection', 'image-instance-segmentation']

ALL_TEXT

ALL_TEXT = ['text-classification', 'text-classification-multilabel', 'text-ner']

CLASSIFICATION

CLASSIFICATION = 'classification'

FORECASTING

FORECASTING = 'forecasting'

IMAGE_CLASSIFICATION

IMAGE_CLASSIFICATION = 'image-classification'

IMAGE_CLASSIFICATION_MULTILABEL

IMAGE_CLASSIFICATION_MULTILABEL = 'image-classification-multilabel'

IMAGE_INSTANCE_SEGMENTATION

IMAGE_INSTANCE_SEGMENTATION = 'image-instance-segmentation'

IMAGE_MULTI_LABEL_CLASSIFICATION

IMAGE_MULTI_LABEL_CLASSIFICATION = 'image-multi-labeling'

IMAGE_OBJECT_DETECTION

IMAGE_OBJECT_DETECTION = 'image-object-detection'

REGRESSION

REGRESSION = 'regression'

TEXT_CLASSIFICATION

TEXT_CLASSIFICATION = 'text-classification'

TEXT_CLASSIFICATION_MULTILABEL

TEXT_CLASSIFICATION_MULTILABEL = 'text-classification-multilabel'

TEXT_NER

TEXT_NER = 'text-ner'