Package: sagemaker.common 0.2.0.9000

sagemaker.common: R6sagemaker lower level api calls

`R6sagemaker` lower level api calls.

Authors:Dyfan Jones [aut, cre], Amazon.com, Inc. [cph]

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sagemaker.common.pdf |sagemaker.common.html
sagemaker.common/json (API)
NEWS

# Install sagemaker.common in R:
install.packages('sagemaker.common', repos = c('https://dyfanjones.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/dyfanjones/sagemaker-r-common/issues

On CRAN:

amazon-sagemakerawssagemakersdk

54 exports 1.24 score 40 dependencies 4 dependents

Last updated 2 years agofrom:50d2a8ee8a07ade4e76e74df8ee5fad0b59d74f4

Exports:.Job.upload_analysis_configAnalyticsMetricsBaseAthenaDatasetDefinitionBiasConfigCollectionConfigcProfileTimerDataConfigDataloaderProfilingConfigDatasetDefinitionDebuggerHookConfigDetailedProfilingConfigDriftCheckBaselinesExperimentAnalyticsExplainabilityConfigFeatureStoreOutputFrameworkProcessorFrameworkProfileget_default_profiler_ruleget_rule_container_image_uriHorovodProfilingConfigHyperparameterTuningJobAnalyticsImageConfigLambdaMetadataPropertiesMetricsConfigBaseModelConfigModelPredictedLabelConfigNetworkConfigPDPConfigProcessingInputProcessingJobProcessingOutputProcessorProfilerConfigProfilerRulePythonProfilerPythonProfilingConfigRedshiftDatasetDefinitionRuleRuleBaseRunArgsS3InputSageMakerClarifyProcessorScriptProcessorServerlessInferenceConfigSHAPConfigSMDataParallelProfilingConfigStepRangeTensorBoardOutputConfigTextConfigTimeRangeTrainingJobAnalyticsTransformer

Dependencies:askpassbase64encclicurldata.tabledigestfshttrjsonlitelgrlistenvmimeopensslpawspaws.analyticspaws.application.integrationpaws.commonpaws.computepaws.cost.managementpaws.customer.engagementpaws.databasepaws.developer.toolspaws.end.user.computingpaws.machine.learningpaws.managementpaws.networkingpaws.security.identitypaws.storageprocessxpsR6Rcpprlangsagemaker.coresagemaker.debuggersystriebeardurltoolsxml2zip

Readme and manuals

Help Manual

Help pageTopics
sagemaker.common: this is just a placeholdersagemaker.common-package sagemaker.common
AnalyticsMetricsBase ClassAnalyticsMetricsBase
DatasetDefinition for Athena.AthenaDatasetDefinition
BiasConfig ClassBiasConfig
CollectionConfig ClassCollectionConfig
cProfileTimer enum environment listcProfileTimer
DataConfig ClassDataConfig
DataloaderProfilingConfig ClassDataloaderProfilingConfig
DatasetDefinition input.DatasetDefinition
Create a Debugger hook configuration object to save the tensor for debugging.DebuggerHookConfig
DetailedProfilingConfig ClassDetailedProfilingConfig
DriftCheckBaselines classDriftCheckBaselines
ExperimentAnalytics classExperimentAnalytics
ExplainabilityConfig ClassExplainabilityConfig
Amazon SageMaker Feature Store classFeatureStoreOutput
FrameworkProcessor classFrameworkProcessor
Sets up the profiling configuration for framework metrics.FrameworkProfile
Return the default built-in profiler rule with a unique name.get_default_profiler_rule
Return the Debugger rule image URI for the given AWS Region.get_rule_container_image_uri
HorovodProfilingConfig ClassHorovodProfilingConfig
HyperparameterTuningJobAnalytics ClassHyperparameterTuningJobAnalytics
Config object for handling imagesImageConfig
Helper function to determine whether the provided regex is valid.is_valid_regex
Lambda classLambda
The base class for the metrics configuration.MetricsConfigBase
Model ConfigModelConfig
ModelPredictedLabelConfig ClassModelPredictedLabelConfig
NetworkConfig classNetworkConfig
Config class for Partial Dependence Plots (PDP).PDPConfig
ProcessingInput ClassProcessingInput
ProccesingJob ClassProcessingJob
ProcessingOutput ClassProcessingOutput
Processor ClassProcessor
Configuration for collecting system and framework metrics of SageMaker training jobs.ProfilerConfig
The SageMaker Debugger ProfilerRule class configures *profiling* rules.ProfilerRule
PythonProfiler enum environment listPythonProfiler
PythonProfilingConfig ClassPythonProfilingConfig
DatasetDefinition for Redshift.RedshiftDatasetDefinition
Debug Rule ClassRule
The SageMaker Debugger rule base class that cannot be instantiated directly.RuleBase
RunArgs ClassRunArgs
Metadata of data objects stored in S3.S3Input
SageMakerClarifyProcessor ClassSageMakerClarifyProcessor
Script Processor classScriptProcessor
Configuration object passed in when deploying models to Amazon SageMaker Endpoints.ServerlessInferenceConfig
SHAPConfig ClassSHAPConfig
SMDataParallelProfilingConfig ClassSMDataParallelProfilingConfig
Configuration for the range of steps to profile.StepRange
TensorBoardOutputConfig ClassTensorBoardOutputConfig
Config object to handle text features.TextConfig
Configuration for the range of Unix time to profile.TimeRange
TrainingJobAnalytics ClassTrainingJobAnalytics
Transformer classTransformer