AddEureqaSolution | Add a Eureqa solution to the list of models for the project. |
ApplySchema | Apply a schema to DataRobot objects (lists, frames) |
as.data.frame | DataRobot S3 object methods for R's generic as.data.frame... |
as.dataRobotDeploymentAssociationIdSettings | Association ID settings for a deployment. |
as.dataRobotFeatureInfo | Information on a data feature. |
as.dataRobotMultiSeriesProperties | Return value for GetMultiSeriesProperties() and others |
as.dataRobotProjectShort | Return value for SetupProject() and others |
AutopilotMode | Autopilot modes |
BatchFeaturesTypeTransform | Create new features by transforming the type of an existing... |
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... |
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... |
CreateModelingFeaturelist | This function allows the user to create a new featurelist in... |
CreatePrimeCode | Create and validate the downloadable code for the ruleset... |
CreateRandomPartition | Create a random sampling-based S3 object of class partition... |
CreateRatingTable | Creates and validates a new rating table from an uploaded... |
CreateStratifiedPartition | Create a stratified sampling-based S3 object of class... |
CreateUserPartition | Create a class partition object for use in the SetTarget... |
CrossValidateModel | Run cross validation on a model. |
cvMethods | CV methods |
DataPartition | Data Partition methods |
DataPathFromDataArg | Get the data path. |
datarobot-package | datarobot: 'DataRobot' Predictive Modeling API |
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 |
DeleteModelingFeaturelist | Delete a modeling featurelist |
DeleteModelJob | Delete a model job from the modeling queue |
DeletePredictionDataset | Delete a specified prediction dataset |
DeletePredictionExplanations | Function to delete prediction explanations |
DeletePredictionExplanationsInitialization | Delete the prediction explanations initialization for a... |
DeletePredictJob | Function to delete one predict job from the DataRobot queue |
DeleteProject | Delete a specified element from the DataRobot project list |
DeleteTransferableModel | Delete this imported model. |
DeploymentAccuracyMetric | Deployment accuracy metrics |
DeploymentServiceHealthMetric | Deployment service health metrics |
DeprecatedHeaderMessage | Handler for Deprecated header in API responses |
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... |
DownloadPrimeCode | Download the code of DataRobot Prime model and save it to a... |
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... |
DownloadTimeSeriesFeatureDerivationLog | Download the time series feature derivation log as a text... |
DownloadTrainingPredictions | Download training predictions on a specified data set. |
DownloadTransferableModel | Download an transferable model file for use in an on-premise... |
ExpectHasKeys | Make sure that the object has all of the keys specified. Also... |
FeatureFromAsyncUrl | Retrieve a feature from the creation URL |
formatRFC3339Timestamp | formatRFC3339Timestamp |
GenerateDatetimePartition | Preview the full partitioning determined by a... |
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... |
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... |
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... |
GetDeploymentSettings | Retrieves all settings for a deployed model. |
GetDriver | Returns information about a particular driver. |
GetFeatureAssociationMatrix | Get pairwise feature association statistics for a project's... |
GetFeatureAssociationMatrixDetails | Get a sample of the actual values used to measure the... |
GetFeatureHistogram | Retrieve histogram plot data for a specific feature |
GetFeatureImpact | Get the feature impact for a model, requesting the feature... |
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... |
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... |
GetModelFromJobId | Retrieve a new or updated model defined by modelJobId |
GetModelingFeaturelist | Retrieve a specific modeling featurelist from a DataRobot... |
GetModelJob | Request information about a single model job |
GetModelParameters | Retrieve model parameters |
GetModelRecommendation | Retrieve a model recommendation from DataRobot for your... |
GetMultiSeriesProperties | Retrieve time series properties for a potential multiseries... |
GetParetoFront | Pareto Front data for a Eureqa model |
GetPredictionDataset | Retrieve data on a prediction dataset |
GetPredictionExplanations | Get prediction explanations |
GetPredictionExplanationsInitialization | Retrieve the prediction explanations initialization for a... |
GetPredictionExplanationsInitializationFromJobId | Retrieve the prediction explanations initialization for a... |
GetPredictionExplanationsMetadata | Retrieve metadata for specified prediction explanations |
GetPredictionExplanationsMetadataFromJobId | Retrieve the prediction explanations metadata for a model... |
GetPredictionExplanationsRows | Retrieve all prediction explanations rows |
GetPredictionExplanationsRowsAsDataFrame | Retrieve all prediction explanations rows and return them as... |
GetPredictions | Retrieve model predictions |
GetPredictJob | Request information about a predict job |
GetPredictJobs | Function to list all prediction jobs in a project |
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... |
GetPrimeModel | Retrieve information about specified DataRobot Prime model. |
GetPrimeModelFromJobId | Retrieve information about specified DataRobot Prime model... |
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... |
GetRatingTableModelFromJobId | Retrieve a new or updated rating table model defined by a job... |
GetRecommendedModel | Retrieve the model object that DataRobot recommends for your... |
GetRedirectFromResponse | Helper method to retrieve the redirect from the response... |
GetResidualsChart | Retrieve residuals chart data for a model for a data... |
GetRocCurve | Retrieve ROC curve data for a model for a particular data... |
GetRulesets | List the rulesets approximating a model generated by... |
GetSeriesAccuracy | Get the computed series accuracy for a model, computing it if... |
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... |
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... |
GetWordCloud | Retrieve word cloud data for a model. |
InitializeAnomalyAssessment | Request anomaly assessment insight computation on the... |
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... |
ListDataStores | Returns a dataframe with information on available data... |
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... |
ListModelFeatures | Returns the list of features (i.e., variables) on which a... |
ListModelingFeaturelists | Retrieve all modeling featurelists associated with a project |
ListModelJobs | Retrieve status of Autopilot modeling jobs that are not... |
ListModelRecommendations | Retrieve information about model recommendation made by... |
ListModels | Retrieve all available model information for a DataRobot... |
ListPredictionDatasets | Retrieve all prediction datasets associated with a project |
ListPredictionExplanationsMetadata | Retrieve metadata for prediction explanations in specified... |
ListPredictions | Fetch all computed predictions for a project. |
ListPredictionServers | List all available prediction servers. |
ListPrimeFiles | List all downloadable code files from DataRobot Prime for the... |
ListPrimeModels | Retrieve information about all DataRobot Prime models for a... |
ListProjects | Retrieve a list of all DataRobot projects |
ListRatingTableModels | Retrieve information about all DataRobot models with a rating... |
ListRatingTables | Retrieve information about all rating tables. |
ListResidualsCharts | Retrieve residuals chart data for a model for all available... |
ListRocCurves | Retrieve ROC curve data for a model for all available data... |
ListSharingAccess | List information about which users have what kinds of access... |
ListStarredModels | List all the starred models in a project. |
ListTrainingPredictions | Retrieve information about all training prediction datasets... |
ListTransferableModels | Retrieve information about all imported models This function... |
MakeDataRobotRequest | Make a HTTP request |
ModelCapability | Model capabilities |
ModelReplacementReason | Model replacement reason |
MulticlassDeploymentAccuracyMetric | Accuracy metrics for multiclass deployments |
parseRFC3339Timestamp | parseRFC3339Timestamp |
PauseQueue | Pause the DataRobot modeling queue |
PeriodicityMaxTimeStep | Periodicity max time step |
PeriodicityTimeUnits | Periodicity time units |
plot.listOfModels | Plot method for DataRobot S3 objects of class listOfModels |
PostgreSQLdrivers | PostgreSQL drivers |
Predict | Retrieve model predictions |
predict.dataRobotModel | Retrieve model predictions using R's default S3 'predict'... |
PredictionDatasetFromAsyncUrl | Retrieve prediction dataset info from the dataset creation... |
PrimeLanguage | Prime Language |
ProjectFromJobResponse | Retrieve a project from the job response, which has a... |
ProjectStage | Project stage |
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. |
reorderColumns | Reorder the columns in a data.frame |
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... |
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... |
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... |
RequestNewModel | Adds a new model of type specified by blueprint to a... |
RequestNewRatingTableModel | Create a new model from a rating table. |
RequestPredictionExplanations | Request prediction explanations computation for a specified... |
RequestPredictionExplanationsInitialization | Request prediction explanations initialization for specified... |
RequestPredictions | Request predictions from a model against a previously... |
RequestPrimeModel | Request training for a DataRobot Prime model using a... |
RequestSampleSizeUpdate | Refits an existing model to a different fraction of the... |
RequestSeriesAccuracy | Compute the series accuracy for a model. |
RequestTrainingPredictions | Request training predictions for a specific model. |
RequestTransferableModel | Request creation of a transferable model |
RFC3339DateTimeFormat | RFC 3339 datetime format |
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... |
SetTarget | Set the target variable (and by default, start the DataRobot... |
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... |
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... |
StartProject | Start a project, set the target, and run autopilot. |
StartRetryWaiter | Creates a waiter function that can be used in a loop while... |
StartTuningSession | Create a function to initiate hyperparameter tuning for a... |
Stringify | Convert a function into a single string for DataRobot |
SubmitActuals | Submit actuals for processing. |
summary.dataRobotModel | DataRobot S3 object methods for R's generic summary function |
summary.listOfDataRobotTuningParameters | Summarize the list of tuning parameters available for a... |
TargetLeakageType | Target leakage report values |
TargetType | Target Type modes |
TestDataStore | Test the database connection to the data store. |
tidyServiceOverTimeObject | Tidies a ServiceOverTime response object for use in a DF |
TimeUnits | Time units |
ToggleStarForModel | Star a model if it is unstarred, otherwise unstar the model. |
transformRFC3339Period | The DataRobot Monitoring APIs return dates formatted as RFC... |
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. |
UpdateDeploymentSettings | Updates configuration settings for a deployed model. |
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... |
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... |
ValidateCalendar | Get a calendar id from a calendar object. |
ValidateModel | Validate that model belongs to class 'dataRobotModel' and... |
ValidateMultiSeriesProperties | Validate that the multiseries properties indicate a... |
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. |
validateReportingPeriodTime | Helper function for validating reporting period objects used... |
VariableTransformTypes | Types of variable transformations |
ViewWebModel | Retrieve a DataRobot web page that displays detailed model... |
ViewWebProject | Retrieve a DataRobot web page that displays detailed project... |
WaitForAutopilot | This function periodically checks whether Autopilot is... |
WaitForJobToComplete | Wait for specified job to complete |
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