Man pages for DyfanJones/sagemaker-r-mlcore
sagemaker machine learning core classes and methods
| AlgorithmEstimator | AlgorithmEstimator Class |
| AmazonAlgorithmEstimatorBase | AmazonAlgorithmEstimatorBase Class |
| BaseDeserializer | Default BaseDeserializer Class |
| BaseliningJob | Baselining Job Class |
| BaseSerializer | Default BaseSerializer Class |
| BiasAnalysisConfig | BiasAnalysisConfig class |
| BytesDeserializer | BytesDerializer Class |
| CategoricalParameter | CategoricalParameter Class |
| ClarifyBaseliningConfig | ClarifyBaseliningConfig class |
| ClarifyBaseliningJob | ClarifyBaseliningJob class |
| ClarifyModelMonitor | Base class of Amazon SageMaker Explainability API model... |
| ClarifyMonitoringExecution | ClarifyMonitoringExecution class |
| Constraints | Constraints Class |
| ConstraintViolations | ConstraintViolations |
| ContinuousParameter | ContinuousParameter Class |
| create_identical_dataset_and_algorithm_tuner | Creates a new tuner with an identical dataset and algorithm. |
| create_transfer_learning_tuner | Creates a new "HyperParameterTuner" instance from the parent. |
| CronExpressionGenerator | CronExpressionGenerator class |
| CSVDeserializer | Deserialize a stream of bytes into a list of lists. |
| CSVSerializer | CSVSerializer Class |
| DataCaptureConfig | DataCaptureConfig Class |
| DatasetFormat | DatasetFormat Class |
| DataTableDeserializer | DataTableDeserializer Class |
| DataTypes | Helper class to check data types |
| DefaultModelMonitor | DefaultModelMonitor Class |
| EndpointInput | Accepts parameters that specify an endpoint input for... |
| EndpointOutput | Accepts parameters that specify an S3 output for a monitoring... |
| Estimator | Sagemaker Estimator Class |
| EstimatorBase | Handle end-to-end Amazon SageMaker training and deployment... |
| ExplainabilityAnalysisConfig | ExplainabilityAnalysisConfig class |
| FileSource | FileSource |
| FileSystemRecordSet | FileSystemRecordSet Class |
| Framework | FrameWork Class |
| FrameworkModel | A Model for working with an SageMaker "Framework". |
| Hyperparameter | Hyperparameter Class |
| HyperparameterTuner | HyperparamerTuner |
| IdentitySerializer | Serialize data by returning data without modification. |
| IntegerParameter | IntegerParameter Class |
| JSONDeserializer | JSONDeserializer Class |
| JSONLinesDeserializer | JSONDeserializer Class |
| JSONLinesSerializer | JSONLinesSerializer Class |
| JSONSerializer | JSONSerializer Class |
| LibSVMSerializer | LibSVMSerializer Class |
| MetricsSource | MetricsSource class |
| Model | Model Class |
| ModelBase | An object that encapsulates a trained model. |
| ModelBiasMonitor | Amazon SageMaker model monitor to monitor bias metrics of an... |
| ModelExplainabilityMonitor | Amazon SageMaker model monitor to monitor feature attribution... |
| ModelMetrics | ModelMetrics class |
| ModelMonitor | Sets up Amazon SageMaker Monitoring Schedules and baseline... |
| ModelMonitoringFile | ModelMonitoringFile Class |
| ModelPackage | ModelPackage class |
| model_parameters | An array of parameters for modelling methods |
| ModelQualityMonitor | Amazon SageMaker model monitor to monitor quality metrics for... |
| MonitoringExecution | MonitoringExecution Class |
| MultiDataModel | MultiDataModel Class |
| NumpyDeserializer | NumpySerializer Class |
| NumpySerializer | NumpySerializer Class |
| ParameterRange | ParameterRange Class |
| PipelineModel | A pipeline of SageMaker 'Model' instances. |
| Predictor | Predictor Class |
| PredictorBase | PredictorBase Class |
| predict.Predictor | S3 method that wraps Predictor Class |
| RecordDeserializer | RecordDeserializer Class |
| RecordSerializer | RecordSerializer Class |
| RecordSet | RecordSet Class |
| sagemaker.mlcore-package | r6 sagemaker: this is just a placeholder |
| SimpleBaseDeserializer | Abstract base class for creation of new deserializers. |
| SimpleBaseSerializer | Abstract base class for creation of new serializers. |
| SparseMatrixSerializer | SparseMatrixSerializer Class |
| Statistics | Statistics Class |
| StringDeserializer | StringBaseDeserializer Class |
| TibbleDeserializer | TibbleDeserializer Class |
| TrainingCompilerConfig | The configuration class for accelerating SageMaker training... |
| Validation | Helper class |
| WarmStartConfig | WarmStartConfig Class |
| WarmStartTypes | WarmStartTypes Class |
