Class | Description |
---|---|
Algorithm |
Describes a custom algorithm.
|
AlgorithmImage |
Describes an algorithm image.
|
AutoMLConfig |
When the solution performs AutoML (
performAutoML is true in CreateSolution), Amazon Personalize
determines which recipe, from the specified list, optimizes the given metric. |
AutoMLResult |
When the solution performs AutoML (
performAutoML is true in CreateSolution), specifies the recipe
that best optimized the specified metric. |
BatchInferenceJob |
Contains information on a batch inference job.
|
BatchInferenceJobConfig |
The configuration details of 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.
|
Campaign |
Describes a deployed solution version, otherwise known as a campaign.
|
CampaignConfig |
The configuration details of a campaign.
|
CampaignSummary |
Provides a summary of the properties of a campaign.
|
CampaignUpdateSummary |
Provides a summary of the properties of a campaign update.
|
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 | |
Dataset |
Provides metadata for a dataset.
|
DatasetGroup |
A dataset group is a collection of related datasets (Interactions, User, and Item).
|
DatasetGroupSummary |
Provides a summary of the properties of a dataset group.
|
DatasetImportJob |
Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset.
|
DatasetImportJobSummary |
Provides a summary of the properties of a dataset import job.
|
DatasetSchema |
Describes the schema for a dataset.
|
DatasetSchemaSummary |
Provides a summary of the properties of a dataset schema.
|
DatasetSummary |
Provides a summary of the properties of a dataset.
|
DataSource |
Describes the data source that contains the data to upload to a dataset.
|
DefaultCategoricalHyperParameterRange |
Provides the name and default range of a categorical hyperparameter and whether the hyperparameter is tunable.
|
DefaultContinuousHyperParameterRange |
Provides the name and default range of a continuous hyperparameter and whether the hyperparameter is tunable.
|
DefaultHyperParameterRanges |
Specifies the hyperparameters and their default ranges.
|
DefaultIntegerHyperParameterRange |
Provides the name and default range of a integer-valued hyperparameter and whether the hyperparameter is tunable.
|
DeleteCampaignRequest | |
DeleteCampaignResponse | |
DeleteDatasetGroupRequest | |
DeleteDatasetGroupResponse | |
DeleteDatasetRequest | |
DeleteDatasetResponse | |
DeleteEventTrackerRequest | |
DeleteEventTrackerResponse | |
DeleteFilterRequest | |
DeleteFilterResponse | |
DeleteSchemaRequest | |
DeleteSchemaResponse | |
DeleteSolutionRequest | |
DeleteSolutionResponse | |
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.
|
FeatureTransformation |
Provides feature transformation information.
|
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).
|
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.
|
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 | |
ListSolutionsRequest | |
ListSolutionsResponse | |
ListSolutionVersionsRequest | |
ListSolutionVersionsResponse | |
PersonalizeRequest | |
PersonalizeResponse | |
PersonalizeResponseMetadata | |
Recipe |
Provides information about a recipe.
|
RecipeSummary |
Provides a summary of the properties of a recipe.
|
S3DataConfig |
The configuration details of an Amazon S3 input or output bucket.
|
Solution |
An object that provides information about a solution.
|
SolutionConfig |
Describes the configuration properties for the solution.
|
SolutionSummary |
Provides a summary of the properties of a solution.
|
SolutionVersion |
An object that provides information about a specific version of a Solution.
|
SolutionVersionSummary |
Provides a summary of the properties of a solution version.
|
TunedHPOParams |
If hyperparameter optimization (HPO) was performed, contains the hyperparameter values of the best performing model.
|
UpdateCampaignRequest | |
UpdateCampaignResponse |
Enum | Description |
---|---|
RecipeProvider | |
TrainingMode |
Exception | Description |
---|---|
InvalidInputException |
Provide a valid value for the field or parameter.
|
InvalidNextTokenException |
The token is not valid.
|
LimitExceededException |
The limit on the number of requests per second has been exceeded.
|
PersonalizeException | |
ResourceAlreadyExistsException |
The specified resource already exists.
|
ResourceInUseException |
The specified resource is in use.
|
ResourceNotFoundException |
Could not find the specified resource.
|
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