Class | Description |
---|---|
AnalyzeEntitiesRequest |
The entity analysis request message.
|
AnalyzeEntitiesResponse |
The entity analysis response message.
|
AnalyzeSentimentRequest |
The sentiment analysis request message.
|
AnalyzeSentimentResponse |
The sentiment analysis response message.
|
AnnotateTextRequest |
The request message for the text annotation API, which can perform multiple analysis types in one
call.
|
AnnotateTextRequestFeatures |
All available features.
|
AnnotateTextResponse |
The text annotations response message.
|
ClassificationCategory |
Represents a category returned from the text classifier.
|
ClassifyTextRequest |
The document classification request message.
|
ClassifyTextResponse |
The document classification response message.
|
Color |
Represents a color in the RGBA color space.
|
CpuMetric |
Metric for billing reports.
|
DiskMetric |
Model definition for DiskMetric.
|
Document |
Represents the input to API methods.
|
Entity |
Represents a phrase in the text that is a known entity, such as a person, an organization, or
location.
|
EntityMention |
Represents a mention for an entity in the text.
|
GpuMetric |
Model definition for GpuMetric.
|
InfraUsage |
LINT: LEGACY_NAMES Infra Usage of billing metrics.
|
ModerateTextRequest |
The document moderation request message.
|
ModerateTextResponse |
The document moderation response message.
|
RamMetric |
Model definition for RamMetric.
|
Sentence |
Represents a sentence in the input document.
|
Sentiment |
Represents the feeling associated with the entire text or entities in the text.
|
Status |
The `Status` type defines a logical error model that is suitable for different programming
environments, including REST APIs and RPC APIs.
|
TextSpan |
Represents a text span in the input document.
|
TpuMetric |
Model definition for TpuMetric.
|
XPSArrayStats |
The data statistics of a series of ARRAY values.
|
XPSBatchPredictResponse |
Model definition for XPSBatchPredictResponse.
|
XPSBoundingBoxMetricsEntry |
Bounding box matching model metrics for a single intersection-over-union threshold and multiple
label match confidence thresholds.
|
XPSBoundingBoxMetricsEntryConfidenceMetricsEntry |
Metrics for a single confidence threshold.
|
XPSCategoryStats |
The data statistics of a series of CATEGORY values.
|
XPSCategoryStatsSingleCategoryStats |
The statistics of a single CATEGORY value.
|
XPSClassificationEvaluationMetrics |
Model evaluation metrics for classification problems.
|
XPSColorMap |
Map from color to display name.
|
XPSColorMapIntColor |
RGB color and each channel is represented by an integer.
|
XPSColumnSpec |
Model definition for XPSColumnSpec.
|
XPSColumnSpecCorrelatedColumn |
Identifies a table's column, and its correlation with the column this ColumnSpec describes.
|
XPSColumnSpecForecastingMetadata |
Model definition for XPSColumnSpecForecastingMetadata.
|
XPSCommonStats |
Common statistics for a column with a specified data type.
|
XPSConfidenceMetricsEntry |
ConfidenceMetricsEntry includes generic precision, recall, f1 score etc.
|
XPSConfusionMatrix |
Confusion matrix of the model running the classification.
|
XPSConfusionMatrixRow |
A row in the confusion matrix.
|
XPSCoreMlFormat |
A model format used for iOS mobile devices.
|
XPSCorrelationStats |
A correlation statistics between two series of DataType values.
|
XPSDataErrors |
Different types of errors and the stats associatesd with each error.
|
XPSDataStats |
The data statistics of a series of values that share the same DataType.
|
XPSDataType |
Indicated the type of data that can be stored in a structured data entity (e.g.
|
XPSDockerFormat |
A model format used for Docker containers.
|
XPSEdgeTpuTfLiteFormat |
A model format used for [Edge TPU](https://cloud.google.com/edge-tpu/) devices.
|
XPSEvaluationMetrics |
Contains xPS-specific model evaluation metrics either for a single annotation spec (label), or
for the model overall.
|
XPSEvaluationMetricsSet |
Specifies location of model evaluation metrics.
|
XPSExampleSet |
Set of examples or input sources.
|
XPSExportModelOutputConfig |
Model definition for XPSExportModelOutputConfig.
|
XPSFileSpec |
Spec of input and output files, on external file systems (for example, Colossus Namespace System
or Google Cloud Storage).
|
XPSFloat64Stats |
The data statistics of a series of FLOAT64 values.
|
XPSFloat64StatsHistogramBucket |
A bucket of a histogram.
|
XPSImageClassificationTrainResponse |
Model definition for XPSImageClassificationTrainResponse.
|
XPSImageExportModelSpec |
Information of downloadable models that are pre-generated as part of training flow and will be
persisted in AutoMl backend.
|
XPSImageModelArtifactSpec |
Stores the locations and related metadata of the model artifacts.
|
XPSImageModelServingSpec |
Serving specification for image models.
|
XPSImageModelServingSpecModelThroughputEstimation |
Model definition for XPSImageModelServingSpecModelThroughputEstimation.
|
XPSImageObjectDetectionEvaluationMetrics |
Model evaluation metrics for image object detection problems.
|
XPSImageObjectDetectionModelSpec |
Model definition for XPSImageObjectDetectionModelSpec.
|
XPSImageSegmentationEvaluationMetrics |
Model evaluation metrics for image segmentation problems.
|
XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry |
Metrics for a single confidence threshold.
|
XPSImageSegmentationTrainResponse |
Model definition for XPSImageSegmentationTrainResponse.
|
XPSIntegratedGradientsAttribution |
An attribution method that computes the Aumann-Shapley value taking advantage of the model's
fully differentiable structure.
|
XPSMetricEntry |
Model definition for XPSMetricEntry.
|
XPSMetricEntryLabel |
Model definition for XPSMetricEntryLabel.
|
XPSModelArtifactItem |
A single model artifact item.
|
XPSPreprocessResponse |
Model definition for XPSPreprocessResponse.
|
XPSRegressionEvaluationMetrics |
Model evaluation metrics for regression problems.
|
XPSRegressionMetricsEntry |
A pair of actual & observed values for the model being evaluated.
|
XPSReportingMetrics |
Model definition for XPSReportingMetrics.
|
XPSResponseExplanationMetadata |
Model definition for XPSResponseExplanationMetadata.
|
XPSResponseExplanationMetadataInputMetadata |
Metadata of the input of a feature.
|
XPSResponseExplanationMetadataOutputMetadata |
Metadata of the prediction output to be explained.
|
XPSResponseExplanationParameters |
Model definition for XPSResponseExplanationParameters.
|
XPSResponseExplanationSpec |
Specification of Model explanation.
|
XPSRow |
Model definition for XPSRow.
|
XPSSpeechEvaluationMetrics |
Model definition for XPSSpeechEvaluationMetrics.
|
XPSSpeechEvaluationMetricsSubModelEvaluationMetric |
Model definition for XPSSpeechEvaluationMetricsSubModelEvaluationMetric.
|
XPSSpeechModelSpec |
Model definition for XPSSpeechModelSpec.
|
XPSSpeechModelSpecSubModelSpec |
Model definition for XPSSpeechModelSpecSubModelSpec.
|
XPSSpeechPreprocessResponse |
Model definition for XPSSpeechPreprocessResponse.
|
XPSSpeechPreprocessStats |
Model definition for XPSSpeechPreprocessStats.
|
XPSStringStats |
The data statistics of a series of STRING values.
|
XPSStringStatsUnigramStats |
The statistics of a unigram.
|
XPSStructStats |
The data statistics of a series of STRUCT values.
|
XPSStructType |
`StructType` defines the DataType-s of a STRUCT type.
|
XPSTablesClassificationMetrics |
Metrics for Tables classification problems.
|
XPSTablesClassificationMetricsCurveMetrics |
Metrics curve data point for a single value.
|
XPSTablesConfidenceMetricsEntry |
Metrics for a single confidence threshold.
|
XPSTablesDatasetMetadata |
Metadata for a dataset used for AutoML Tables.
|
XPSTablesEvaluationMetrics |
Model definition for XPSTablesEvaluationMetrics.
|
XPSTablesModelColumnInfo |
An information specific to given column and Tables Model, in context of the Model and the
predictions created by it.
|
XPSTablesModelStructure |
A description of Tables model structure.
|
XPSTablesModelStructureModelParameters |
Model hyper-parameters for a model.
|
XPSTablesModelStructureModelParametersParameter |
Model definition for XPSTablesModelStructureModelParametersParameter.
|
XPSTableSpec |
Model definition for XPSTableSpec.
|
XPSTablesPreprocessResponse |
Model definition for XPSTablesPreprocessResponse.
|
XPSTablesRegressionMetrics |
Metrics for Tables regression problems.
|
XPSTablesTrainingOperationMetadata |
Model definition for XPSTablesTrainingOperationMetadata.
|
XPSTablesTrainResponse |
Model definition for XPSTablesTrainResponse.
|
XPSTextComponentModel |
Component model.
|
XPSTextExtractionEvaluationMetrics |
Model definition for XPSTextExtractionEvaluationMetrics.
|
XPSTextSentimentEvaluationMetrics |
Model evaluation metrics for text sentiment problems.
|
XPSTextToSpeechTrainResponse |
TextToSpeech train response
|
XPSTextTrainResponse |
Model definition for XPSTextTrainResponse.
|
XPSTfJsFormat |
A [TensorFlow.js](https://www.tensorflow.org/js) model that can be used in the browser and in
Node.js using JavaScript.
|
XPSTfLiteFormat |
LINT.IfChange A model format used for mobile and IoT devices.
|
XPSTfSavedModelFormat |
A tensorflow model format in SavedModel format.
|
XPSTimestampStats |
The data statistics of a series of TIMESTAMP values.
|
XPSTimestampStatsGranularStats |
Stats split by a defined in context granularity.
|
XPSTrackMetricsEntry |
Track matching model metrics for a single track match threshold and multiple label match
confidence thresholds.
|
XPSTrackMetricsEntryConfidenceMetricsEntry |
Metrics for a single confidence threshold.
|
XPSTrainingObjectivePoint |
Model definition for XPSTrainingObjectivePoint.
|
XPSTrainResponse |
Model definition for XPSTrainResponse.
|
XPSTranslationEvaluationMetrics |
Evaluation metrics for the dataset.
|
XPSTranslationPreprocessResponse |
Translation preprocess response.
|
XPSTranslationTrainResponse |
Train response for translation.
|
XPSTuningTrial |
Metrics for a tuning job generated, will get forwarded to Stackdriver as model tuning logs.
|
XPSVideoActionMetricsEntry |
The Evaluation metrics entry given a specific precision_window_length.
|
XPSVideoActionMetricsEntryConfidenceMetricsEntry |
Metrics for a single confidence threshold.
|
XPSVideoActionRecognitionEvaluationMetrics |
Model evaluation metrics for video action recognition.
|
XPSVideoActionRecognitionTrainResponse |
Model definition for XPSVideoActionRecognitionTrainResponse.
|
XPSVideoBatchPredictOperationMetadata |
Model definition for XPSVideoBatchPredictOperationMetadata.
|
XPSVideoClassificationTrainResponse |
Model definition for XPSVideoClassificationTrainResponse.
|
XPSVideoExportModelSpec |
Information of downloadable models that are pre-generated as part of training flow and will be
persisted in AutoMl backend.
|
XPSVideoModelArtifactSpec |
Model definition for XPSVideoModelArtifactSpec.
|
XPSVideoObjectTrackingEvaluationMetrics |
Model evaluation metrics for ObjectTracking problems.
|
XPSVideoObjectTrackingTrainResponse |
Model definition for XPSVideoObjectTrackingTrainResponse.
|
XPSVideoTrainingOperationMetadata |
Model definition for XPSVideoTrainingOperationMetadata.
|
XPSVisionErrorAnalysisConfig |
The vision model error analysis configuration.
|
XPSVisionTrainingOperationMetadata |
Model definition for XPSVisionTrainingOperationMetadata.
|
XPSVisualization |
Visualization configurations for image explanation.
|
XPSXpsOperationMetadata |
Model definition for XPSXpsOperationMetadata.
|
XPSXraiAttribution |
An explanation method that redistributes Integrated Gradients attributions to segmented regions,
taking advantage of the model's fully differentiable structure.
|
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