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
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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'