Module gapi_grpc::google::cloud::ml::v1[][src]

Modules

hyperparameter_output
hyperparameter_spec
job
job_service_client

Generated client implementations.

model_service_client

Generated client implementations.

online_prediction_service_client

Generated client implementations.

operation_metadata
parameter_spec
prediction_input
project_management_service_client

Generated client implementations.

training_input

Structs

CancelJobRequest

Request message for the CancelJob method.

CreateJobRequest

Request message for the CreateJob method.

CreateModelRequest

Request message for the CreateModel method.

CreateVersionRequest

Uploads the provided trained model version to Cloud Machine Learning.

DeleteModelRequest

Request message for the DeleteModel method.

DeleteVersionRequest

Request message for the DeleteVerionRequest method.

GetConfigRequest

Requests service account information associated with a project.

GetConfigResponse

Returns service account information associated with a project.

GetJobRequest

Request message for the GetJob method.

GetModelRequest

Request message for the GetModel method.

GetVersionRequest

Request message for the GetVersion method.

HyperparameterOutput

Represents the result of a single hyperparameter tuning trial from a training job. The TrainingOutput object that is returned on successful completion of a training job with hyperparameter tuning includes a list of HyperparameterOutput objects, one for each successful trial.

HyperparameterSpec

Represents a set of hyperparameters to optimize.

Job

Represents a training or prediction job.

ListJobsRequest

Request message for the ListJobs method.

ListJobsResponse

Response message for the ListJobs method.

ListModelsRequest

Request message for the ListModels method.

ListModelsResponse

Response message for the ListModels method.

ListVersionsRequest

Request message for the ListVersions method.

ListVersionsResponse

Response message for the ListVersions method.

ManualScaling

Options for manually scaling a model.

Model

Represents a machine learning solution.

OperationMetadata

Represents the metadata of the long-running operation.

ParameterSpec

Represents a single hyperparameter to optimize.

PredictRequest

Request for predictions to be issued against a trained model.

PredictionInput

Represents input parameters for a prediction job.

PredictionOutput

Represents results of a prediction job.

SetDefaultVersionRequest

Request message for the SetDefaultVersion request.

TrainingInput

Represents input parameters for a training job.

TrainingOutput

Represents results of a training job. Output only.

Version

Represents a version of the model.