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authorS. Solomon Darnell2025-03-28 21:52:21 -0500
committerS. Solomon Darnell2025-03-28 21:52:21 -0500
commit4a52a71956a8d46fcb7294ac71734504bb09bcc2 (patch)
treeee3dc5af3b6313e921cd920906356f5d4febc4ed /.venv/lib/python3.12/site-packages/azure/ai/ml/automl/__init__.py
parentcc961e04ba734dd72309fb548a2f97d67d578813 (diff)
downloadgn-ai-master.tar.gz
two version of R2R are hereHEADmaster
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+# ---------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# ---------------------------------------------------------
+
+"""Contains automated machine learning classes for Azure Machine Learning SDKv2.
+
+Main areas include managing AutoML tasks.
+"""
+from azure.ai.ml.entities._job.automl import TrainingSettings
+from azure.ai.ml.entities._job.automl.image import (
+ LogTrainingMetrics,
+ LogValidationLoss,
+ ImageClassificationJob,
+ ImageClassificationMultilabelJob,
+ ImageClassificationSearchSpace,
+ ImageInstanceSegmentationJob,
+ ImageLimitSettings,
+ ImageModelSettingsClassification,
+ ImageModelSettingsObjectDetection,
+ ImageObjectDetectionJob,
+ ImageObjectDetectionSearchSpace,
+ ImageSweepSettings,
+)
+from azure.ai.ml.entities._job.automl.nlp import (
+ NlpFeaturizationSettings,
+ NlpFixedParameters,
+ NlpLimitSettings,
+ NlpSearchSpace,
+ NlpSweepSettings,
+ TextClassificationJob,
+ TextClassificationMultilabelJob,
+ TextNerJob,
+)
+from azure.ai.ml.entities._job.automl.search_space import SearchSpace
+from azure.ai.ml.entities._job.automl.stack_ensemble_settings import (
+ StackEnsembleSettings,
+)
+from azure.ai.ml.entities._job.automl.tabular import (
+ ClassificationJob,
+ ColumnTransformer,
+ ForecastingJob,
+ ForecastingSettings,
+ RegressionJob,
+ TabularFeaturizationSettings,
+ TabularLimitSettings,
+)
+
+from .._restclient.v2023_04_01_preview.models import (
+ BlockedTransformers,
+ ClassificationModels,
+ ClassificationMultilabelPrimaryMetrics,
+ ClassificationPrimaryMetrics,
+ FeaturizationMode,
+ ForecastHorizonMode,
+ ForecastingModels,
+ ForecastingPrimaryMetrics,
+ InstanceSegmentationPrimaryMetrics,
+ LearningRateScheduler,
+ NCrossValidationsMode,
+ ObjectDetectionPrimaryMetrics,
+ RegressionModels,
+ RegressionPrimaryMetrics,
+ SamplingAlgorithmType,
+ ShortSeriesHandlingConfiguration,
+ StochasticOptimizer,
+ TargetAggregationFunction,
+ TargetLagsMode,
+ TargetRollingWindowSizeMode,
+ UseStl,
+ ValidationMetricType,
+)
+from ._automl_image import (
+ image_classification,
+ image_classification_multilabel,
+ image_instance_segmentation,
+ image_object_detection,
+)
+from ._automl_nlp import text_classification, text_classification_multilabel, text_ner
+from ._automl_tabular import classification, forecasting, regression
+
+__all__ = [
+ "ClassificationModels",
+ "RegressionModels",
+ "ForecastingModels",
+ "FeaturizationMode",
+ "NCrossValidationsMode",
+ "ForecastHorizonMode",
+ "ShortSeriesHandlingConfiguration",
+ "TargetLagsMode",
+ "TargetRollingWindowSizeMode",
+ "TargetAggregationFunction",
+ "UseStl",
+ "ClassificationPrimaryMetrics",
+ "RegressionPrimaryMetrics",
+ "ForecastingPrimaryMetrics",
+ "ClassificationMultilabelPrimaryMetrics",
+ "ObjectDetectionPrimaryMetrics",
+ "InstanceSegmentationPrimaryMetrics",
+ "ColumnTransformer",
+ "TabularFeaturizationSettings",
+ "ForecastingSettings",
+ "TabularLimitSettings",
+ "NlpFeaturizationSettings",
+ "NlpFixedParameters",
+ "NlpLimitSettings",
+ "NlpSweepSettings",
+ "NlpSearchSpace",
+ "LogTrainingMetrics",
+ "LogValidationLoss",
+ "ImageLimitSettings",
+ "ImageModelSettingsClassification",
+ "ImageModelSettingsObjectDetection",
+ "ImageSweepSettings",
+ "ImageObjectDetectionSearchSpace",
+ "ImageClassificationSearchSpace",
+ "TrainingSettings",
+ "image_classification",
+ "image_classification_multilabel",
+ "image_object_detection",
+ "image_instance_segmentation",
+ "text_classification",
+ "text_classification_multilabel",
+ "text_ner",
+ "classification",
+ "regression",
+ "forecasting",
+ "SearchSpace",
+ "StackEnsembleSettings",
+ "BlockedTransformers",
+ "ClassificationJob",
+ "ForecastingJob",
+ "RegressionJob",
+ "ImageClassificationJob",
+ "ImageClassificationMultilabelJob",
+ "ImageObjectDetectionJob",
+ "ImageInstanceSegmentationJob",
+ "LearningRateScheduler",
+ "SamplingAlgorithmType",
+ "StochasticOptimizer",
+ "TextClassificationJob",
+ "TextClassificationMultilabelJob",
+ "TextNerJob",
+ "ValidationMetricType",
+]