[−][src]Crate rusoto_personalize
Amazon Personalize is a machine learning service that makes it easy to add individualized recommendations to customers.
If you're using the service, you're probably looking for PersonalizeClient and Personalize.
Structs
Algorithm | Describes a custom algorithm. |
AlgorithmImage | Describes an algorithm image. |
AutoMLConfig | When the solution performs AutoML ( |
AutoMLResult | When the solution performs AutoML ( |
BatchInferenceJob | Contains information on a batch inference job. |
BatchInferenceJobInput | The input configuration of a batch inference job. |
BatchInferenceJobOutput | The output configuration parameters of a batch inference job. |
BatchInferenceJobSummary | A truncated version of the BatchInferenceJob datatype. The ListBatchInferenceJobs operation returns a list of batch inference job summaries. |
Campaign | Describes a deployed solution version, otherwise known as a campaign. For more information on campaigns, see CreateCampaign. |
CampaignSummary | Provides a summary of the properties of a campaign. For a complete listing, call the DescribeCampaign API. |
CampaignUpdateSummary | Provides a summary of the properties of a campaign update. For a complete listing, call the DescribeCampaign API. |
CategoricalHyperParameterRange | Provides the name and range of a categorical hyperparameter. |
ContinuousHyperParameterRange | Provides the name and range of a continuous hyperparameter. |
CreateBatchInferenceJobRequest | |
CreateBatchInferenceJobResponse | |
CreateCampaignRequest | |
CreateCampaignResponse | |
CreateDatasetGroupRequest | |
CreateDatasetGroupResponse | |
CreateDatasetImportJobRequest | |
CreateDatasetImportJobResponse | |
CreateDatasetRequest | |
CreateDatasetResponse | |
CreateEventTrackerRequest | |
CreateEventTrackerResponse | |
CreateSchemaRequest | |
CreateSchemaResponse | |
CreateSolutionRequest | |
CreateSolutionResponse | |
CreateSolutionVersionRequest | |
CreateSolutionVersionResponse | |
DataSource | Describes the data source that contains the data to upload to a dataset. |
Dataset | Provides metadata for a dataset. |
DatasetGroup | A dataset group is a collection of related datasets (Interactions, User, and Item). You create a dataset group by calling CreateDatasetGroup. You then create a dataset and add it to a dataset group by calling CreateDataset. The dataset group is used to create and train a solution by calling CreateSolution. A dataset group can contain only one of each type of dataset. You can specify an AWS Key Management Service (KMS) key to encrypt the datasets in the group. |
DatasetGroupSummary | Provides a summary of the properties of a dataset group. For a complete listing, call the DescribeDatasetGroup API. |
DatasetImportJob | Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset. For more information, see CreateDatasetImportJob. A dataset import job can be in one of the following states:
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DatasetImportJobSummary | Provides a summary of the properties of a dataset import job. For a complete listing, call the DescribeDatasetImportJob API. |
DatasetSchema | Describes the schema for a dataset. For more information on schemas, see CreateSchema. |
DatasetSchemaSummary | Provides a summary of the properties of a dataset schema. For a complete listing, call the DescribeSchema API. |
DatasetSummary | Provides a summary of the properties of a dataset. For a complete listing, call the DescribeDataset API. |
DefaultCategoricalHyperParameterRange | Provides the name and default range of a categorical hyperparameter and whether the hyperparameter is tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO). |
DefaultContinuousHyperParameterRange | Provides the name and default range of a continuous hyperparameter and whether the hyperparameter is tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO). |
DefaultHyperParameterRanges | Specifies the hyperparameters and their default ranges. Hyperparameters can be categorical, continuous, or integer-valued. |
DefaultIntegerHyperParameterRange | Provides the name and default range of a integer-valued hyperparameter and whether the hyperparameter is tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO). |
DeleteCampaignRequest | |
DeleteDatasetGroupRequest | |
DeleteDatasetRequest | |
DeleteEventTrackerRequest | |
DeleteSchemaRequest | |
DeleteSolutionRequest | |
DescribeAlgorithmRequest | |
DescribeAlgorithmResponse | |
DescribeBatchInferenceJobRequest | |
DescribeBatchInferenceJobResponse | |
DescribeCampaignRequest | |
DescribeCampaignResponse | |
DescribeDatasetGroupRequest | |
DescribeDatasetGroupResponse | |
DescribeDatasetImportJobRequest | |
DescribeDatasetImportJobResponse | |
DescribeDatasetRequest | |
DescribeDatasetResponse | |
DescribeEventTrackerRequest | |
DescribeEventTrackerResponse | |
DescribeFeatureTransformationRequest | |
DescribeFeatureTransformationResponse | |
DescribeRecipeRequest | |
DescribeRecipeResponse | |
DescribeSchemaRequest | |
DescribeSchemaResponse | |
DescribeSolutionRequest | |
DescribeSolutionResponse | |
DescribeSolutionVersionRequest | |
DescribeSolutionVersionResponse | |
EventTracker | Provides information about an event tracker. |
EventTrackerSummary | Provides a summary of the properties of an event tracker. For a complete listing, call the DescribeEventTracker API. |
FeatureTransformation | Provides feature transformation information. Feature transformation is the process of modifying raw input data into a form more suitable for model training. |
GetSolutionMetricsRequest | |
GetSolutionMetricsResponse | |
HPOConfig | Describes the properties for hyperparameter optimization (HPO). For use with the bring-your-own-recipe feature. Do not use for Amazon Personalize native recipes. |
HPOObjective | The metric to optimize during hyperparameter optimization (HPO). |
HPOResourceConfig | Describes the resource configuration for hyperparameter optimization (HPO). |
HyperParameterRanges | Specifies the hyperparameters and their ranges. Hyperparameters can be categorical, continuous, or integer-valued. |
IntegerHyperParameterRange | Provides the name and range of an integer-valued hyperparameter. |
ListBatchInferenceJobsRequest | |
ListBatchInferenceJobsResponse | |
ListCampaignsRequest | |
ListCampaignsResponse | |
ListDatasetGroupsRequest | |
ListDatasetGroupsResponse | |
ListDatasetImportJobsRequest | |
ListDatasetImportJobsResponse | |
ListDatasetsRequest | |
ListDatasetsResponse | |
ListEventTrackersRequest | |
ListEventTrackersResponse | |
ListRecipesRequest | |
ListRecipesResponse | |
ListSchemasRequest | |
ListSchemasResponse | |
ListSolutionVersionsRequest | |
ListSolutionVersionsResponse | |
ListSolutionsRequest | |
ListSolutionsResponse | |
PersonalizeClient | A client for the Amazon Personalize API. |
Recipe | Provides information about a recipe. Each recipe provides an algorithm that Amazon Personalize uses in model training when you use the CreateSolution operation. |
RecipeSummary | Provides a summary of the properties of a recipe. For a complete listing, call the DescribeRecipe API. |
S3DataConfig | The configuration details of an Amazon S3 input or output bucket. |
Solution | An object that provides information about a solution. A solution is a trained model that can be deployed as a campaign. |
SolutionConfig | Describes the configuration properties for the solution. |
SolutionSummary | Provides a summary of the properties of a solution. For a complete listing, call the DescribeSolution API. |
SolutionVersion | An object that provides information about a specific version of a Solution. |
SolutionVersionSummary | Provides a summary of the properties of a solution version. For a complete listing, call the DescribeSolutionVersion API. |
UpdateCampaignRequest | |
UpdateCampaignResponse |
Enums
CreateBatchInferenceJobError | Errors returned by CreateBatchInferenceJob |
CreateCampaignError | Errors returned by CreateCampaign |
CreateDatasetError | Errors returned by CreateDataset |
CreateDatasetGroupError | Errors returned by CreateDatasetGroup |
CreateDatasetImportJobError | Errors returned by CreateDatasetImportJob |
CreateEventTrackerError | Errors returned by CreateEventTracker |
CreateSchemaError | Errors returned by CreateSchema |
CreateSolutionError | Errors returned by CreateSolution |
CreateSolutionVersionError | Errors returned by CreateSolutionVersion |
DeleteCampaignError | Errors returned by DeleteCampaign |
DeleteDatasetError | Errors returned by DeleteDataset |
DeleteDatasetGroupError | Errors returned by DeleteDatasetGroup |
DeleteEventTrackerError | Errors returned by DeleteEventTracker |
DeleteSchemaError | Errors returned by DeleteSchema |
DeleteSolutionError | Errors returned by DeleteSolution |
DescribeAlgorithmError | Errors returned by DescribeAlgorithm |
DescribeBatchInferenceJobError | Errors returned by DescribeBatchInferenceJob |
DescribeCampaignError | Errors returned by DescribeCampaign |
DescribeDatasetError | Errors returned by DescribeDataset |
DescribeDatasetGroupError | Errors returned by DescribeDatasetGroup |
DescribeDatasetImportJobError | Errors returned by DescribeDatasetImportJob |
DescribeEventTrackerError | Errors returned by DescribeEventTracker |
DescribeFeatureTransformationError | Errors returned by DescribeFeatureTransformation |
DescribeRecipeError | Errors returned by DescribeRecipe |
DescribeSchemaError | Errors returned by DescribeSchema |
DescribeSolutionError | Errors returned by DescribeSolution |
DescribeSolutionVersionError | Errors returned by DescribeSolutionVersion |
GetSolutionMetricsError | Errors returned by GetSolutionMetrics |
ListBatchInferenceJobsError | Errors returned by ListBatchInferenceJobs |
ListCampaignsError | Errors returned by ListCampaigns |
ListDatasetGroupsError | Errors returned by ListDatasetGroups |
ListDatasetImportJobsError | Errors returned by ListDatasetImportJobs |
ListDatasetsError | Errors returned by ListDatasets |
ListEventTrackersError | Errors returned by ListEventTrackers |
ListRecipesError | Errors returned by ListRecipes |
ListSchemasError | Errors returned by ListSchemas |
ListSolutionVersionsError | Errors returned by ListSolutionVersions |
ListSolutionsError | Errors returned by ListSolutions |
UpdateCampaignError | Errors returned by UpdateCampaign |
Traits
Personalize | Trait representing the capabilities of the Amazon Personalize API. Amazon Personalize clients implement this trait. |