Package: sagemaker 1.0.9000

sagemaker: R SDK for `AWS Sagemaker`

A library for training and deploying machine learning models on Amazon SageMaker <https://aws.amazon.com/sagemaker/> using R through `paws SDK`.

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

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sagemaker.pdf |sagemaker.html✨
sagemaker/json (API)

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

Peer review:

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

On CRAN:

amazon-sagemakerawsmachine-learningsagemakersdk

2.78 score 12 stars 6 scripts 155 exports 45 dependencies

Last updated 3 years agofrom:6b5a608b87. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 16 2024
R-4.5-winNOTENov 16 2024
R-4.5-linuxNOTENov 16 2024
R-4.4-winNOTENov 16 2024
R-4.4-macNOTENov 16 2024
R-4.3-winNOTENov 16 2024
R-4.3-macNOTENov 16 2024

Exports:AlgorithmEstimatorAnalyticsMetricsBaseAutoMLAutoMLInputAutoMLJobBaseliningJobBaseSerializerBiasAnalysisConfigBiasConfigBytesDeserializerCandidateEstimatorCandidateStepCategoricalParameterChainerChainerModelChainerPredictorClarifyBaseliningConfigClarifyBaseliningJobClarifyModelMonitorClarifyMonitoringExecutionConstraintsConstraintViolationscontainer_defContinuousParameterCronExpressionGeneratorCSVDeserializerCSVSerializerDataCaptureConfigDataConfigDataloaderProfilingConfigDatasetFormatDataTableDeserializerDefaultModelMonitorDetailedProfilingConfigEndpointInputEndpointOutputEstimatorExperimentAnalyticsExplainabilityAnalysisConfigExplainabilityConfigFactorizationMachinesFactorizationMachinesModelFactorizationMachinesPredictorFileSystemInputFrameworkFrameworkModelFrameworkProfileget_execution_roleHorovodProfilingConfigHuggingFaceHyperparameterTunerHyperparameterTuningJobAnalyticsIdentitySerializerImageUrisIntegerParameterIPInsightsIPInsightsModelIPInsightsPredictorJSONDeserializerJSONLinesDeserializerJSONLinesSerializerJSONSerializerKMeansKMeansModelKMeansPredictorKNNKNNModelKNNPredictorLDALDAModelLDAPredictorLibSVMSerializerLinearLearnerLinearLearnerModelLinearLearnerPredictorLocalSessionMetricsConfigBaseMetricsSourceModelModelBiasMonitorModelConfigModelExplainabilityMonitorModelMetricsModelMonitorModelPackageModelPredictedLabelConfigModelQualityMonitorMonitoringExecutionMultiDataModelMXNetMXNetModelMXNetPredictorNetworkConfigNTMNTMModelNTMPredictorNumpyDeserializerNumpySerializerObject2VecObject2VecModelParameterRangePawsSessionPCAPCAModelPCAPredictorpipeline_container_defPipelineModelPredictorproduction_variantProfilerConfigPySparkProcessorPythonProfilingConfigPyTorchPyTorchModelPyTorchPredictorRandomCutForestRandomCutForestModelRandomCutForestPredictorRecordDeserializerRecordSerializerRLEstimatorRLFrameworkRLToolkits3_path_joinS3DownloaderS3UploaderSageMakerClarifyProcessorSessionSHAPConfigShuffleConfigSimpleBaseDeserializerSimpleBaseSerializerSKLearnSKLearnModelSKLearnPredictorSKLearnProcessorSMDataParallelProfilingConfigSparkJarProcessorSparkMLModelSparkMLPredictorStatisticsStepRangeStringDeserializerTensorFlowTensorFlowModelTensorFlowPredictorTibbleDeserializerTimeRangeTrainingInputTrainingJobAnalyticsTransformerWarmStartConfigXGBoostXGBoostModelXGBoostPredictor

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.commonsagemaker.coresagemaker.debuggersagemaker.mlcoresagemaker.mlframeworksagemaker.workflowsystriebeardurltoolsuuidxml2zip