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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 here HEAD master
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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",
+]