diff options
author | S. Solomon Darnell | 2025-03-28 21:52:21 -0500 |
---|---|---|
committer | S. Solomon Darnell | 2025-03-28 21:52:21 -0500 |
commit | 4a52a71956a8d46fcb7294ac71734504bb09bcc2 (patch) | |
tree | ee3dc5af3b6313e921cd920906356f5d4febc4ed /.venv/lib/python3.12/site-packages/azure/ai/ml/automl/__init__.py | |
parent | cc961e04ba734dd72309fb548a2f97d67d578813 (diff) | |
download | gn-ai-master.tar.gz |
Diffstat (limited to '.venv/lib/python3.12/site-packages/azure/ai/ml/automl/__init__.py')
-rw-r--r-- | .venv/lib/python3.12/site-packages/azure/ai/ml/automl/__init__.py | 144 |
1 files changed, 144 insertions, 0 deletions
diff --git a/.venv/lib/python3.12/site-packages/azure/ai/ml/automl/__init__.py b/.venv/lib/python3.12/site-packages/azure/ai/ml/automl/__init__.py new file mode 100644 index 00000000..d34e30a8 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/azure/ai/ml/automl/__init__.py @@ -0,0 +1,144 @@ +# --------------------------------------------------------- +# 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", +] |