[−][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 | |
| CreateFilterRequest | |
| CreateFilterResponse | |
| 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:
|
| 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 | |
| DeleteFilterRequest | |
| DeleteSchemaRequest | |
| DeleteSolutionRequest | |
| DescribeAlgorithmRequest | |
| DescribeAlgorithmResponse | |
| DescribeBatchInferenceJobRequest | |
| DescribeBatchInferenceJobResponse | |
| DescribeCampaignRequest | |
| DescribeCampaignResponse | |
| DescribeDatasetGroupRequest | |
| DescribeDatasetGroupResponse | |
| DescribeDatasetImportJobRequest | |
| DescribeDatasetImportJobResponse | |
| DescribeDatasetRequest | |
| DescribeDatasetResponse | |
| DescribeEventTrackerRequest | |
| DescribeEventTrackerResponse | |
| DescribeFeatureTransformationRequest | |
| DescribeFeatureTransformationResponse | |
| DescribeFilterRequest | |
| DescribeFilterResponse | |
| 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. |
| Filter | Contains information on a recommendation filter, including its ARN, status, and filter expression. |
| FilterSummary | A short summary of a filter's attributes. |
| 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 | |
| ListFiltersRequest | |
| ListFiltersResponse | |
| 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. |
| TunedHPOParams | If hyperparameter optimization (HPO) was performed, contains the hyperparameter values of the best performing model. |
| 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 |
| CreateFilterError | Errors returned by CreateFilter |
| 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 |
| DeleteFilterError | Errors returned by DeleteFilter |
| 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 |
| DescribeFilterError | Errors returned by DescribeFilter |
| 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 |
| ListFiltersError | Errors returned by ListFilters |
| 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. |