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'))

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

On CRAN:

amazon-sagemaker aws machine-learning sagemaker sdk

155 exports 12 stars 1.24 score 45 dependencies

Last updated 2 years agofrom:6b5a608b87

Exports:AlgorithmEstimator AnalyticsMetricsBase AutoML AutoMLInput AutoMLJob BaseliningJob BaseSerializer BiasAnalysisConfig BiasConfig BytesDeserializer CandidateEstimator CandidateStep CategoricalParameter Chainer ChainerModel ChainerPredictor ClarifyBaseliningConfig ClarifyBaseliningJob ClarifyModelMonitor ClarifyMonitoringExecution Constraints ConstraintViolations container_def ContinuousParameter CronExpressionGenerator CSVDeserializer CSVSerializer DataCaptureConfig DataConfig DataloaderProfilingConfig DatasetFormat DataTableDeserializer DefaultModelMonitor DetailedProfilingConfig EndpointInput EndpointOutput Estimator ExperimentAnalytics ExplainabilityAnalysisConfig ExplainabilityConfig FactorizationMachines FactorizationMachinesModel FactorizationMachinesPredictor FileSystemInput Framework FrameworkModel FrameworkProfile get_execution_role HorovodProfilingConfig HuggingFace HyperparameterTuner HyperparameterTuningJobAnalytics IdentitySerializer ImageUris IntegerParameter IPInsights IPInsightsModel IPInsightsPredictor JSONDeserializer JSONLinesDeserializer JSONLinesSerializer JSONSerializer KMeans KMeansModel KMeansPredictor KNN KNNModel KNNPredictor LDA LDAModel LDAPredictor LibSVMSerializer LinearLearner LinearLearnerModel LinearLearnerPredictor LocalSession MetricsConfigBase MetricsSource Model ModelBiasMonitor ModelConfig ModelExplainabilityMonitor ModelMetrics ModelMonitor ModelPackage ModelPredictedLabelConfig ModelQualityMonitor MonitoringExecution MultiDataModel MXNet MXNetModel MXNetPredictor NetworkConfig NTM NTMModel NTMPredictor NumpyDeserializer NumpySerializer Object2Vec Object2VecModel ParameterRange PawsSession PCA PCAModel PCAPredictor pipeline_container_def PipelineModel Predictor production_variant ProfilerConfig PySparkProcessor PythonProfilingConfig PyTorch PyTorchModel PyTorchPredictor RandomCutForest RandomCutForestModel RandomCutForestPredictor RecordDeserializer RecordSerializer RLEstimator RLFramework RLToolkit s3_path_join S3Downloader S3Uploader SageMakerClarifyProcessor Session SHAPConfig ShuffleConfig SimpleBaseDeserializer SimpleBaseSerializer SKLearn SKLearnModel SKLearnPredictor SKLearnProcessor SMDataParallelProfilingConfig SparkJarProcessor SparkMLModel SparkMLPredictor Statistics StepRange StringDeserializer TensorFlow TensorFlowModel TensorFlowPredictor TibbleDeserializer TimeRange TrainingInput TrainingJobAnalytics Transformer WarmStartConfig XGBoost XGBoostModel XGBoostPredictor

Dependencies:askpass base64enc cli curl data.table digest fs httr jsonlite lgr listenv mime openssl paws paws.analytics paws.application.integration paws.common paws.compute paws.cost.management paws.customer.engagement paws.database paws.developer.tools paws.end.user.computing paws.machine.learning paws.management paws.networking paws.security.identity paws.storage processx ps R6 Rcpp rlang sagemaker.common sagemaker.core sagemaker.debugger sagemaker.mlcore sagemaker.mlframework sagemaker.workflow sys triebeard urltools uuid xml2 zip

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