AddEureqaSolution       Add a Eureqa solution to the list of models for
                        the project.
ApplySchema             Apply a schema to DataRobot objects (lists,
                        frames)
AutopilotMode           Autopilot modes
BatchFeaturesTypeTransform
                        Create new features by transforming the type of
                        an existing ones.
BlendMethods            Blend methods
BlueprintChartToGraphviz
                        Convert a blueprint chart into graphviz DOT
                        format
CheckUrl                Make sure the path is a reasonable URL
ClassificationDeploymentAccuracyMetric
                        Accuracy metrics for classification deployments
CleanServerData         Reformat paginated data returned from the
                        server.
CloneProject            Clone a project
ComputeDatetimeTrendPlots
                        Compute datetime trend plots for datetime
                        partitioned model.
ConnectToDataRobot      Establish a connection to the DataRobot
                        modeling engine
ConstructDurationString
                        Construct a valid string representing a
                        duration in accordance with ISO8601
CreateBacktestSpecification
                        Create a list describing backtest parameters
CreateCalendar          Create a calendar from an uploaded CSV.
CreateComplianceDocumentation
                        Create compliance documentation from a model.
CreateDataSource        Create a data source.
CreateDataStore         Create a data store.
CreateDatetimePartitionSpecification
                        Create a list describing datetime partition
                        parameters
CreateDeployment        Create a deployment.
CreateDerivedFeatures   Derived Features
CreateFeaturelist       Create a new featurelist in a DataRobot project
CreateGroupPartition    Create a group-based S3 object of class
                        partition for the SetTarget function
CreateModelingFeaturelist
                        This function allows the user to create a new
                        featurelist in a project by specifying its name
                        and a list of variables to be included
CreatePrimeCode         Create and validate the downloadable code for
                        the ruleset associated with this model
CreateRandomPartition   Create a random sampling-based S3 object of
                        class partition for the SetTarget function
CreateRatingTable       Creates and validates a new rating table from
                        an uploaded CSV.
CreateStratifiedPartition
                        Create a stratified sampling-based S3 object of
                        class partition for the SetTarget function
CreateUserPartition     Create a class partition object for use in the
                        SetTarget function representing a user-defined
                        partition.
CrossValidateModel      Run cross validation on a model.
DataPartition           Data Partition methods
DataPathFromDataArg     Get the data path.
DataSubset              Data subset for training predictions
DatetimeTrendPlotsResolutions
                        Datetime trend plots resolutions
DatetimeTrendPlotsStatuses
                        Datetime trend plots statuses
DeleteAnomalyAssessmentRecord
                        Delete anomaly assessment record.
DeleteCalendar          Delete a calendar
DeleteComplianceDocTemplate
                        Deletes a compliance doc template.
DeleteDataSource        Delete a data store.
DeleteDataStore         Delete a data store.
DeleteDeployment        Delete a deployment.
DeleteFeaturelist       Delete a featurelist
DeleteJob               Cancel a running job
DeleteModel             Delete a specified DataRobot model
DeleteModelJob          Delete a model job from the modeling queue
DeleteModelingFeaturelist
                        Delete a modeling featurelist
DeletePredictJob        Function to delete one predict job from the
                        DataRobot queue
DeletePredictionDataset
                        Delete a specified prediction dataset
DeletePredictionExplanations
                        Function to delete prediction explanations
DeletePredictionExplanationsInitialization
                        Delete the prediction explanations
                        initialization for a model.
DeleteProject           Delete a specified element from the DataRobot
                        project list
DeleteTransferableModel
                        Delete this imported model.
DeploymentAccuracyMetric
                        Deployment accuracy metrics
DeploymentServiceHealthMetric
                        Deployment service health metrics
DifferencingMethod      Differencing method
DownloadComplianceDocTemplate
                        Download a compliance doc template (in JSON
                        format).
DownloadComplianceDocumentation
                        Download compliance documentation (in DOCX
                        format).
DownloadPredictionExplanations
                        Function to download and save prediction
                        explanations rows as csv file
DownloadPrimeCode       Download the code of DataRobot Prime model and
                        save it to a file.
DownloadRatingTable     Download a rating table to a CSV.
DownloadScoringCode     Download scoring code JAR
DownloadSeriesAccuracy
                        Download the series accuracy for a model,
                        computing it if not already computed.
DownloadTimeSeriesFeatureDerivationLog
                        Download the time series feature derivation log
                        as a text file.
DownloadTrainingPredictions
                        Download training predictions on a specified
                        data set.
DownloadTransferableModel
                        Download an transferable model file for use in
                        an on-premise DataRobot standalone prediction
                        environment.
ExpectHasKeys           Make sure that the object has all of the keys
                        specified. Also tests that there are not
                        additional keys if 'allowAdditional' is FALSE
                        (default).
FeatureFromAsyncUrl     Retrieve a feature from the creation URL
GenerateDatetimePartition
                        Preview the full partitioning determined by a
                        DatetimePartitioningSpecification
GetAccuracyOverTimePlot
                        Retrieve Accuracy over Time plot for a model.
GetAccuracyOverTimePlotPreview
                        Retrieve Accuracy over Time preview plot for a
                        model.
GetAccuracyOverTimePlotsMetadata
                        Retrieve Accuracy over Time plots metadata for
                        a model.
GetAnomalyAssessmentExplanations
                        Retrieve anomaly assessment explanations.
GetAnomalyAssessmentPredictionsPreview
                        Retrieve anomaly assessment predictions
                        preview.
GetBlenderModel         Retrieve the details of a specified blender
                        model
GetBlenderModelFromJobId
                        Retrieve a new or updated blender model defined
                        by modelJobId
GetBlueprint            Retrieve a blueprint
GetBlueprintChart       Retrieve a blueprint chart
GetBlueprintDocumentation
                        Get documentation for tasks used in the
                        blueprint
GetCalendar             Retrieve a calendar
GetCalendarFromProject
                        Retrieve the calendar for a particular project.
GetComplianceDocTemplate
                        Get a compliance doc template.
GetConfusionChart       Retrieve a model's confusion chart for a
                        specified source.
GetCrossValidationScores
                        Get cross validation scores
GetDataSource           Returns information about a particular data
                        source.
GetDataStore            Returns information about a particular data
                        store.
GetDataStoreSchemas     Get the schemas associated with a data store.
GetDataStoreTables      Get all tables associated with a data store.
GetDatetimeModel        Retrieve the details of a specified datetime
                        model.
GetDatetimeModelFromJobId
                        Retrieve a new or updated datetime model
                        defined by modelJobId
GetDatetimePartition    Retrieve the DatetimePartitioning from a
                        project
GetDeployment           Get information on a particular deployment.
GetDeploymentAccuracy   Retrieve accuracy statistics for a deployment.
GetDeploymentAccuracyOverTime
                        Retrieves accuracy statistics over time on
                        given metrics for a deployment.
GetDeploymentAssociationId
                        Deployment Association ID
GetDeploymentDriftTrackingSettings
                        Get drift tracking settings for a deployment.
GetDeploymentServiceStats
                        Retrieve service health statistics for a
                        deployment.
GetDeploymentServiceStatsOverTime
                        Retrieves service health statistics over time
                        on given metrics for a deployment.
GetDriver               Returns information about a particular driver.
GetFeatureAssociationMatrix
                        Get pairwise feature association statistics for
                        a project's informative features
GetFeatureAssociationMatrixDetails
                        Get a sample of the actual values used to
                        measure the association between a pair of
                        features.
GetFeatureHistogram     Retrieve histogram plot data for a specific
                        feature
GetFeatureImpact        Get the feature impact for a model, requesting
                        the feature impact if it is not already
                        available.
GetFeatureImpactForJobId
                        Retrieve completed Feature Impact results given
                        a job ID
GetFeatureImpactForModel
                        Retrieve completed Feature Impact results given
                        a model
GetFeatureInfo          Details about a feature
GetFeaturelist          Retrieve a specific featurelist from a
                        DataRobot project
GetFrozenModel          Retrieve the details of a specified frozen
                        model
GetFrozenModelFromJobId
                        Retrieve a frozen model defined by modelJobId
GetGeneralizedInsight   An internal function to help fetch insights.
GetJob                  Request information about a job
GetLiftChart            Retrieve lift chart data for a model for a data
                        partition (see DataPartition)
GetMissingValuesReport
                        Get a report on missing values for the model.
GetModel                Retrieve the details of a specified model
GetModelBlueprintChart
                        Retrieve a model blueprint chart
GetModelBlueprintDocumentation
                        Get documentation for tasks used in the model
                        blueprint
GetModelCapabilities    Get supported capabilities for a model, e.g.,
                        whether it has a word cloud.
GetModelFromJobId       Retrieve a new or updated model defined by
                        modelJobId
GetModelJob             Request information about a single model job
GetModelParameters      Retrieve model parameters
GetModelRecommendation
                        Retrieve a model recommendation from DataRobot
                        for your project.
GetModelingFeaturelist
                        Retrieve a specific modeling featurelist from a
                        DataRobot project
GetMultiSeriesProperties
                        Retrieve time series properties for a potential
                        multiseries datetime partition column
GetParetoFront          Pareto Front data for a Eureqa model
GetPredictJob           Request information about a predict job
GetPredictJobs          Function to list all prediction jobs in a
                        project
GetPredictionDataset    Retrieve data on a prediction dataset
GetPredictionExplanations
                        Get prediction explanations
GetPredictionExplanationsInitialization
                        Retrieve the prediction explanations
                        initialization for a model.
GetPredictionExplanationsInitializationFromJobId
                        Retrieve the prediction explanations
                        initialization for a model using jobId
GetPredictionExplanationsMetadata
                        Retrieve metadata for specified prediction
                        explanations
GetPredictionExplanationsMetadataFromJobId
                        Retrieve the prediction explanations metadata
                        for a model using jobId
GetPredictionExplanationsRows
                        Retrieve all prediction explanations rows
GetPredictionExplanationsRowsAsDataFrame
                        Retrieve all prediction explanations rows and
                        return them as a data frame
GetPredictions          Retrieve model predictions
GetPrimeEligibility     Check if model can be approximated with
                        DataRobot Prime
GetPrimeFile            Retrieve a specific Prime file from a DataRobot
                        project
GetPrimeFileFromJobId   Retrieve a specific Prime file from a DataRobot
                        project for corresponding jobId
GetPrimeModel           Retrieve information about specified DataRobot
                        Prime model.
GetPrimeModelFromJobId
                        Retrieve information about specified DataRobot
                        Prime model using corresponding jobId.
GetProject              Retrieve details about a specified DataRobot
                        modeling project
GetProjectStatus        Request Autopilot status for a specified
                        DataRobot project
GetRatingTable          Retrieve a single rating table.
GetRatingTableFromJobId
                        Get a rating table from the rating table job
                        metadata.
GetRatingTableModel     Retrieve information about specified model with
                        a rating table.
GetRatingTableModelFromJobId
                        Retrieve a new or updated rating table model
                        defined by a job ID.
GetRecommendedModel     Retrieve the model object that DataRobot
                        recommends for your project.
GetResidualsChart       Retrieve residuals chart data for a model for a
                        data partition (see DataPartition).
GetRocCurve             Retrieve ROC curve data for a model for a
                        particular data partition (see DataPartition)
GetRulesets             List the rulesets approximating a model
                        generated by DataRobot Prime
GetSeriesAccuracy       Get the computed series accuracy for a model,
                        computing it if not already computed.
GetSeriesAccuracyForModel
                        Get the series accuracy associated with a
                        particular model.
GetServerDataInRows     Handle server side pagination.
GetTimeSeriesFeatureDerivationLog
                        Retrieve the time series feature derivation log
                        content
GetTrainingPredictionDataFrame
                        Simplify the training prediction rows into a
                        tidy format dataframe.
GetTrainingPredictions
                        Retrieve training predictions on a specified
                        data set.
GetTrainingPredictionsForModel
                        Get training predictions for a particular
                        model.
GetTrainingPredictionsFromJobId
                        Retrieve the training predictions for a model
                        using a job id.
GetTransferableModel    Retrieve imported model info using import id
GetTuningParameters     Retrieve data on tuning parameters for a
                        particular model.
GetValidMetrics         Retrieve the valid fitting metrics for a
                        specified project and target
GetWordCloud            Retrieve word cloud data for a model.
InitializeAnomalyAssessment
                        Request anomaly assessment insight computation
                        on the specified subset.
IsBlenderEligible       Check whether individual models can be blended
                        together
IsId                    Checks if an id is a valid DataRobot ID (24
                        character string)
IsParameterIn           Check if a parameter is in a list of
                        possibilities.
JobStatus               Job statuses
JobType                 Job type
ListAnomalyAssessmentRecords
                        Retrieve anomaly assessment records.
ListBlueprints          Retrieve the list of available blueprints for a
                        project
ListCalendars           List all available calendars.
ListComplianceDocTemplates
                        Retrieve information about all compliance doc
                        templates.
ListConfusionCharts     Returns all available confusion charts for the
                        model.
ListDataSources         Returns a dataframe with information on
                        available data sources.
ListDataStores          Returns a dataframe with information on
                        available data stores.
ListDeployments         List all current model deployments.
ListDrivers             Returns a dataframe with information on
                        available drivers.
ListFeatureInfo         Details about all features for this project
ListFeaturelists        Retrieve all featurelists associated with a
                        project
ListJobs                Retrieve information about jobs
ListLiftCharts          Retrieve lift chart data for a model for all
                        available data partitions (see DataPartition)
ListModelFeatures       Returns the list of features (i.e., variables)
                        on which a specified model is based
ListModelJobs           Retrieve status of Autopilot modeling jobs that
                        are not complete
ListModelRecommendations
                        Retrieve information about model recommendation
                        made by DataRobot for your project.
ListModelingFeaturelists
                        Retrieve all modeling featurelists associated
                        with a project
ListModels              Retrieve all available model information for a
                        DataRobot project
ListPredictionDatasets
                        Retrieve all prediction datasets associated
                        with a project
ListPredictionExplanationsMetadata
                        Retrieve metadata for prediction explanations
                        in specified project
ListPredictionServers   List all available prediction servers.
ListPredictions         Fetch all computed predictions for a project.
ListPrimeFiles          List all downloadable code files from DataRobot
                        Prime for the project
ListPrimeModels         Retrieve information about all DataRobot Prime
                        models for a DataRobot project
ListProjects            Retrieve a list of all DataRobot projects
ListRatingTableModels   Retrieve information about all DataRobot models
                        with a rating table.
ListRatingTables        Retrieve information about all rating tables.
ListResidualsCharts     Retrieve residuals chart data for a model for
                        all available data partitions (see
                        'DataPartition'). This chart is only available
                        for regression models that are not time-aware.
ListRocCurves           Retrieve ROC curve data for a model for all
                        available data partitions (see DataPartition)
ListSharingAccess       List information about which users have what
                        kinds of access to a shared object.
ListStarredModels       List all the starred models in a project.
ListTrainingPredictions
                        Retrieve information about all training
                        prediction datasets in a project.
ListTransferableModels
                        Retrieve information about all imported models
                        This function returns a data.frame that
                        describes all imported models
MakeDataRobotRequest    Make a HTTP request
ModelCapability         Model capabilities
ModelReplacementReason
                        Model replacement reason
MulticlassDeploymentAccuracyMetric
                        Accuracy metrics for multiclass deployments
PauseQueue              Pause the DataRobot modeling queue
PeriodicityMaxTimeStep
                        Periodicity max time step
PeriodicityTimeUnits    Periodicity time units
PostgreSQLdrivers       PostgreSQL drivers
Predict                 Retrieve model predictions
PredictionDatasetFromAsyncUrl
                        Retrieve prediction dataset info from the
                        dataset creation URL
PrimeLanguage           Prime Language
ProjectFromJobResponse
                        Retrieve a project from the job response, which
                        has a project-creation URL
ProjectStage            Project stage
RFC3339DateTimeFormat   RFC 3339 datetime format
RecommendedModelType    Recommended model type values
ReformatMetrics         replace NULL in $metrics list elements with NA
RegressionDeploymentAccuracyMetric
                        Accuracy metrics for regression deployments
RenameRatingTable       Renames a rating table to a different name.
ReplaceDeployedModel    Replace a model in a deployment with another
                        model.
RequestApproximation    Request an approximation of a model using
                        DataRobot Prime
RequestBlender          Submit a job for creating blender model. Upon
                        success, the new job will be added to the end
                        of the queue.
RequestCrossSeriesDetection
                        Format a cross series with group by columns.
RequestFeatureImpact    Request Feature Impact to be computed.
RequestFrozenDatetimeModel
                        Train a new frozen datetime model with
                        parameters from the specified model
RequestFrozenModel      Train a new frozen model with parameters from
                        specified model
RequestMultiSeriesDetection
                        Format a multiseries.
RequestNewDatetimeModel
                        Adds a new datetime model of the type specified
                        by the blueprint to a DataRobot project
RequestNewModel         Adds a new model of type specified by blueprint
                        to a DataRobot project
RequestNewRatingTableModel
                        Create a new model from a rating table.
RequestPredictionExplanations
                        Request prediction explanations computation for
                        a specified model and dataset.
RequestPredictionExplanationsInitialization
                        Request prediction explanations initialization
                        for specified model
RequestPredictions      Request predictions from a model against a
                        previously uploaded dataset
RequestPrimeModel       Request training for a DataRobot Prime model
                        using a specified ruleset
RequestSampleSizeUpdate
                        Refits an existing model to a different
                        fraction of the training dataset
RequestSeriesAccuracy   Compute the series accuracy for a model.
RequestTrainingPredictions
                        Request training predictions for a specific
                        model.
RequestTransferableModel
                        Request creation of a transferable model
RunInteractiveTuning    Run an interactive model tuning session.
ScoreBacktests          Compute the scores for all available backtests.
SegmentAnalysisAttribute
                        Segment analysis attributes
SeriesAggregationType   Series aggregation type
SetPredictionThreshold
                        Set a custom prediction threshold for binary
                        classification models.
SetTarget               Set the target variable (and by default, start
                        the DataRobot Autopilot)
SetupProject            Function to set up a new DataRobot project
SetupProjectFromDataSource
                        Create a project from a data source.
SetupProjectFromHDFS    Function to set up a new DataRobot project
                        using datasource on a WebHDFS server
                        (deprecated)
Share                   Share a shareable object with a particular
                        user.
SharingRole             Sharing role
SourceType              Source types
StarModel               Star a model.
StartNewAutoPilot       Starts autopilot on provided featurelist. Only
                        one autopilot can be running at the time.
                        That's why any ongoing autopilot on different
                        featurelist will be halted - modeling jobs in
                        queue would not be affected but new jobs would
                        not be added to queue by halted autopilot.
StartProject            Start a project, set the target, and run
                        autopilot.
StartRetryWaiter        Creates a waiter function that can be used in a
                        loop while trying some task many times. The
                        waiter sleeps while waiting to try again, with
                        sleep times determined by exponential back-off.
StartTuningSession      Create a function to initiate hyperparameter
                        tuning for a particular model.
Stringify               Convert a function into a single string for
                        DataRobot
SubmitActuals           Submit actuals for processing.
TargetLeakageType       Target leakage report values
TargetType              Target Type modes
TestDataStore           Test the database connection to the data store.
TimeUnits               Time units
ToggleStarForModel      Star a model if it is unstarred, otherwise
                        unstar the model.
TreatAsExponential      Treat as exponential
TryingToSubmitNull      Checks to see if we are trying to submit 'NULL'
                        as a value.
UnpauseQueue            Re-start the DataRobot modeling queue
UnstarModel             Unstar a model.
UpdateAccess            Update access to a particular object.
UpdateCalendar          Update a calendar
UpdateComplianceDocTemplate
                        Update the name or sections of an existing doc
                        template.
UpdateDataSource        Update a data store.
UpdateDataStore         Update a data store.
UpdateDeploymentDriftTrackingSettings
                        Update drift tracking settings for a
                        deployment.
UpdateFeaturelist       Update a featurelist
UpdateModelingFeaturelist
                        Update a modeling featurelist
UpdateProject           Update parameters for an existing project
UpdateTransferableModel
                        Update the display name or note for an imported
                        model.
UploadComplianceDocTemplate
                        Upload a compliance doc template.
UploadData              Upload a data source.
UploadPredictionDataset
                        Function to upload new data to a DataRobot
                        project for predictions
UploadPredictionDatasetFromDataSource
                        Upload a prediction dataset from a data source.
UploadTransferableModel
                        Import a previously exported model for
                        predictions.
ValidateActuals         Validate that the actuals are a dataframe and
                        contain required columns.
ValidateCalendar        Get a calendar id from a calendar object.
ValidateModel           Validate that model belongs to class
                        'dataRobotModel' and includes projectId and
                        modelId.
ValidateMultiSeriesProperties
                        Validate that the multiseries properties
                        indicate a successful multiseries setup.
ValidateParameterIn     Ensure a parameter is valid
ValidatePartition       Checks if a partition is valid.
ValidateProject         Get a projectId from a project object.
ValidateReplaceDeployedModel
                        Validate a potential deployment model
                        replacement.
VariableTransformTypes
                        Types of variable transformations
ViewWebModel            Retrieve a DataRobot web page that displays
                        detailed model information
ViewWebProject          Retrieve a DataRobot web page that displays
                        detailed project information
WaitForAutopilot        This function periodically checks whether
                        Autopilot is finished and returns only after it
                        is.
WaitForJobToComplete    Wait for specified job to complete
as.data.frame           DataRobot S3 object methods for R's generic
                        as.data.frame function
as.dataRobotFeatureInfo
                        Information on a data feature.
as.dataRobotMultiSeriesProperties
                        Return value for GetMultiSeriesProperties() and
                        others
as.dataRobotProjectShort
                        Return value for SetupProject() and others
cvMethods               CV methods
datarobot-package       datarobot: 'DataRobot' Predictive Modeling API
formatRFC3339Timestamp
                        formatRFC3339Timestamp
parseRFC3339Timestamp   parseRFC3339Timestamp
plot.listOfModels       Plot method for DataRobot S3 objects of class
                        listOfModels
predict.dataRobotModel
                        Retrieve model predictions using R's default S3
                        'predict' method.
reorderColumns          Reorder the columns in a data.frame
summary.dataRobotModel
                        DataRobot S3 object methods for R's generic
                        summary function
summary.listOfDataRobotTuningParameters
                        Summarize the list of tuning parameters
                        available for a model.
tidyServiceOverTimeObject
                        Tidies a ServiceOverTime response object for
                        use in a DF
transformRFC3339Period
                        The DataRobot Monitoring APIs return dates
                        formatted as RFC 3339 strings. This is the same
                        as ISO 8601. Specifically, 'T' is the date/time
                        separator and 'Z' is used to denote UTC.
                        Fractional seconds are returned. e.g.
                        2020-01-01T05:00:00.000000Z
validateReportingPeriodTime
                        Helper function for validating reporting period
                        objects used by the deployment monitoring
                        functions. See 'GetDeploymentServiceStats',
                        'GetDeploymentAccuracy',
                        'GetDeploymentServiceStatsOverTime', and
                        'GetDeploymentAccuracyOverTime'.
