datarobot: DataRobot Predictive Modeling API

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For working with the DataRobot predictive modeling platform's <https://app.datarobot.com> API.

Author
Ron Pearson [aut], Zachary Deane-Mayer [aut], David Chudzicki [aut], Dallin Akagi [aut]
Date of publication
2016-12-01 20:08:55
Maintainer
David Chudzicki <api-maintainer@datarobot.com>
License
MIT + file LICENSE
Version
2.4.0

View on CRAN

Man pages

as.data.frame
DataRobot S3 object methods for R's generic as.data.frame...
AutopilotMode
Autopilot modes
ConnectToDataRobot
Establish a connection to the DataRobot modeling engine
CreateDerivedFeatures
Derived Features
CreateFeaturelist
Create a new featurelist in a DataRobot project
CreateGroupPartition
Create a group-based S3 object of class partition for the...
CreatePrimeCode
Create and validate the downloadable code for the ruleset...
CreateRandomPartition
Create a random sampling-based S3 object of class partition...
CreateStratifiedPartition
Create a stratified sampling-based S3 object of class...
CreateUserPartition
Create a user-defined S3 object of class partition for the...
datarobot-package
DataRobot Predictive Modeling API
DeleteJob
Cancel a running job
DeleteModel
Delete a specified DataRobot model
DeleteModelJob
Delete a model job from the modeling queue
DeletePredictionDataset
Delete a specified prediction dataset
DeletePredictJob
Function to delete one predict job from the DataRobot queue
DeleteProject
Delete a specified element from the DataRobot project list
DeleteTransferrableModel
Delete this imported model.
DownloadPrimeCode
Download the code of DataRobot Prime model and save it to a...
DownloadTransferrableModel
Download an transferrable model file for use in an on-premise...
FeatureFromAsyncUrl
Retrieve a feature from the creation URL
GetAllModels
Retrieve all available model information for a DataRobot...
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
GetModelFromJobId
Retrieve a new or updated model defined by modelJobId
GetModelJobs
Retrieve status of Autopilot modeling jobs that are not...
GetModelObject
Retrieve the details of a specified model
GetPredictions
Retrieve model predictions from predictJobId
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 dtails about a specified DataRobot modeling project
GetProjectList
Retrieve a list of all DataRobot projects
GetProjectStatus
Request Autopilot status for a specified DataRobot project
GetRecommendedBlueprints
Retrieve the list of available blueprints for a project
GetRulesets
List the rulesets approximating a model generated by...
GetTransferrableModel
Retrieve imported model info using import id
GetValidMetrics
Retrieve the valid fitting metrics for a specified project...
JobStatus
Job statuses
JobType
Job type
ListBlueprints
Retrieve the list of available blueprints for a project
ListFeatureInfo
Details about all features for this project
ListFeaturelists
Retrieve all featurelists associated with a project
ListJobs
Retrieve information about jobs
ListModelFeatures
Returns the list of features (i.e., variables) on which a...
ListPredictionDatasets
Retrieve all prediction datasets associated with a project
ListPrimeFiles
List all downloadable code files from DataRobot Prime for the...
ListPrimeModels
Retrieve information about all DataRobot Prime models for a...
ListTransferrableModels
Retrieve information about all imported models This function...
PauseQueue
Pause the DataRobot modeling queue
plot.listOfModels
Plot method for DataRobot S3 objects of class listOfModels
PostgreSQLdrivers
PostgreSQL drivers
PredictionDatasetFromAsyncUrl
Retrieve prediction dataset info from the dataset creation...
PrimeLanguage
Prime Language
ProjectFromAsyncUrl
Retrieve a project from the project-creation URL
RequestApproximation
Request an approximation of a model using DataRobot Prime
RequestFeatureImpact
Request Feature Impact to be computed.
RequestNewModel
Adds a new model of type specified by blueprint to a...
RequestPredictions
Request predictions for model from newdata
RequestPredictionsForDataset
Request predictions against a previously uploaded dataset
RequestPrimeModel
Request training for a DataRobot Prime model using a...
RequestSampleSizeUpdate
Refits an existing model to a different fraction of the...
RequestTransferrableModel
Request generation of an transferrable model file for use in...
SetTarget
Set the target variable (and by default, start the DataRobot...
SetupProject
Function to set up a new DataRobot project
SetupProjectFromHDFS
Function to set up a new DataRobot project using datasource...
SetupProjectFromMySQL
Function to set up a new DataRobot project using data from...
SetupProjectFromOracle
Function to set up a new DataRobot project using data from...
SetupProjectFromPostgreSQL
Function to set up a new DataRobot project using data from...
StartNewAutoPilot
Starts autopilot on provided featurelist. Only one autopilot...
summary.dataRobotModel
DataRobot S3 object methods for R's generic summary function
UnpauseQueue
Re-start the DataRobot modeling queue
UpdateProject
Update parameters for an existing project
UpdateTransferrableModel
Update the display name or note for an imported model.
UploadPredictionDataset
Function to upload new data to a DataRobot project for...
UploadTransferrableModel
Import a previously exported model for predictions.
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

Files in this package

datarobot
datarobot/inst
datarobot/inst/doc
datarobot/inst/doc/IntroductionToDataRobotRDSbuilder.R
datarobot/inst/doc/VariableImportance.R
datarobot/inst/doc/IntroductionToDataRobot.R
datarobot/inst/doc/ComparingSubsets.R
datarobot/inst/doc/PartialDependence.Rmd
datarobot/inst/doc/ComparingSubsetsRDSbuilder.R
datarobot/inst/doc/ComparingSubsets.Rmd
datarobot/inst/doc/VariableImportance.Rmd
datarobot/inst/doc/ComparingSubsets.html
datarobot/inst/doc/IntroductionToDataRobot.Rmd
datarobot/inst/doc/VariableImportance.html
datarobot/inst/doc/PartialDependence.html
datarobot/inst/doc/VariableImportanceRDSbuilder.R
datarobot/inst/doc/IntroductionToDataRobot.html
datarobot/inst/doc/PartialDependence.R
datarobot/inst/doc/PartialDependenceRDSbuilder.R
datarobot/tests
datarobot/tests/testthat.R
datarobot/tests/testthat
datarobot/tests/testthat/test-CreateStratifiedPartition.R
datarobot/tests/testthat/test-CreateRandomPartition.R
datarobot/tests/testthat/test-StartAutopilot.R
datarobot/tests/testthat/test-CreateGroupPartition.R
datarobot/tests/testthat/test-CreateUserPartition.R
datarobot/NAMESPACE
datarobot/NEWS
datarobot/R
datarobot/R/GetProjectStatus.R
datarobot/R/ReformatListOfModels.R
datarobot/R/RequestPrimeModel.R
datarobot/R/Deprecated.R
datarobot/R/summaryMethods.R
datarobot/R/WaitForJobToComplete.R
datarobot/R/GetRulesets.R
datarobot/R/TestUtilities.R
datarobot/R/WaitForAsyncReturn.R
datarobot/R/Enums.R
datarobot/R/FeatureImpact.R
datarobot/R/RequestSampleSizeUpdate.R
datarobot/R/Features.R
datarobot/R/GetProject.R
datarobot/R/GetPredictJobs.R
datarobot/R/GetModelJobs.R
datarobot/R/CreateStratifiedPartition.R
datarobot/R/plot.listOfModels.R
datarobot/R/DownloadPrimeCode.R
datarobot/R/Stringify.R
datarobot/R/GetModelObject.R
datarobot/R/ConnectToDataRobot.R
datarobot/R/ReformatMetrics.R
datarobot/R/GetPrimeEligibility.R
datarobot/R/DeleteModelJob.R
datarobot/R/CreatePrimeCode.R
datarobot/R/ValidateModel.R
datarobot/R/asDataFrame.R
datarobot/R/PauseQueue.R
datarobot/R/PredictionDatasets.R
datarobot/R/GetModelFromJobId.R
datarobot/R/ListFeaturelists.R
datarobot/R/DeleteProject.R
datarobot/R/listSubclass.R
datarobot/R/GetAllModels.R
datarobot/R/FormatMixedList.R
datarobot/R/GetPredictions.R
datarobot/R/ViewWebProject.R
datarobot/R/ViewWebModel.R
datarobot/R/TransferrableModels.R
datarobot/R/Exceptions.R
datarobot/R/DeletePredictJob.R
datarobot/R/UpdateProject.R
datarobot/R/GetValidMetrics.R
datarobot/R/RequestNewModel.R
datarobot/R/RequestApproximation.R
datarobot/R/StartRetryWaiter.R
datarobot/R/CreateFeaturelist.R
datarobot/R/PrimeModels.R
datarobot/R/SetupProject.R
datarobot/R/UnpauseQueue.R
datarobot/R/DeleteModel.R
datarobot/R/CreateRandomPartition.R
datarobot/R/GetRecommendedBlueprints.R
datarobot/R/ApplySchema.R
datarobot/R/DataRobotRequests.R
datarobot/R/WaitForAutopilot.R
datarobot/R/StartAutopilot.R
datarobot/R/Jobs.R
datarobot/R/ValidateProject.R
datarobot/R/GetProjectList.R
datarobot/R/DataRobot.R
datarobot/R/CreateGroupPartition.R
datarobot/R/RequestPredictions.R
datarobot/R/CreateUserPartition.R
datarobot/R/GetFeaturelist.R
datarobot/R/zzz.R
datarobot/R/PrimeFiles.R
datarobot/vignettes
datarobot/vignettes/Friedman1.csv
datarobot/vignettes/insulinDeltaFrame.rds
datarobot/vignettes/anomFrame.csv
datarobot/vignettes/PartialDependence.Rmd
datarobot/vignettes/agePDPframe.rds
datarobot/vignettes/AUCshiftFrame.rds
datarobot/vignettes/PermutationModelList.rds
datarobot/vignettes/projectObject.rds
datarobot/vignettes/modifiedPima.csv
datarobot/vignettes/cementPDPframe.rds
datarobot/vignettes/listOfBostonModels.rds
datarobot/vignettes/concreteData.csv
datarobot/vignettes/blastPDPframe.rds
datarobot/vignettes/ComparingSubsets.Rmd
datarobot/vignettes/anomalyModelList.rds
datarobot/vignettes/anomAUCDeltaFrame.rds
datarobot/vignettes/VariableImportance.Rmd
datarobot/vignettes/insulinModelList.rds
datarobot/vignettes/waterPDPframe.rds
datarobot/vignettes/IntroductionToDataRobot.Rmd
datarobot/vignettes/bestPredictions.rds
datarobot/vignettes/concreteModels.rds
datarobot/vignettes/DataRobot2.bib
datarobot/MD5
datarobot/build
datarobot/build/vignette.rds
datarobot/DESCRIPTION
datarobot/man
datarobot/man/ProjectFromAsyncUrl.Rd
datarobot/man/ListJobs.Rd
datarobot/man/GetFeaturelist.Rd
datarobot/man/GetProjectList.Rd
datarobot/man/DeletePredictionDataset.Rd
datarobot/man/GetPrimeFile.Rd
datarobot/man/GetModelObject.Rd
datarobot/man/CreatePrimeCode.Rd
datarobot/man/DeleteModelJob.Rd
datarobot/man/SetTarget.Rd
datarobot/man/AutopilotMode.Rd
datarobot/man/CreateFeaturelist.Rd
datarobot/man/DeleteTransferrableModel.Rd
datarobot/man/ListPrimeModels.Rd
datarobot/man/GetProject.Rd
datarobot/man/GetFeatureImpactForModel.Rd
datarobot/man/JobType.Rd
datarobot/man/GetValidMetrics.Rd
datarobot/man/ViewWebModel.Rd
datarobot/man/WaitForAutopilot.Rd
datarobot/man/DeleteProject.Rd
datarobot/man/as.data.frame.Rd
datarobot/man/summary.dataRobotModel.Rd
datarobot/man/RequestPredictionsForDataset.Rd
datarobot/man/ViewWebProject.Rd
datarobot/man/CreateGroupPartition.Rd
datarobot/man/GetTransferrableModel.Rd
datarobot/man/GetFeatureInfo.Rd
datarobot/man/WaitForJobToComplete.Rd
datarobot/man/DeletePredictJob.Rd
datarobot/man/plot.listOfModels.Rd
datarobot/man/RequestApproximation.Rd
datarobot/man/CreateStratifiedPartition.Rd
datarobot/man/GetModelJobs.Rd
datarobot/man/GetModelFromJobId.Rd
datarobot/man/GetPrimeEligibility.Rd
datarobot/man/UnpauseQueue.Rd
datarobot/man/DownloadPrimeCode.Rd
datarobot/man/datarobot-package.Rd
datarobot/man/UploadTransferrableModel.Rd
datarobot/man/PauseQueue.Rd
datarobot/man/GetPrimeModel.Rd
datarobot/man/ListFeaturelists.Rd
datarobot/man/PredictionDatasetFromAsyncUrl.Rd
datarobot/man/GetFeatureImpactForJobId.Rd
datarobot/man/ListPrimeFiles.Rd
datarobot/man/RequestPrimeModel.Rd
datarobot/man/FeatureFromAsyncUrl.Rd
datarobot/man/UpdateProject.Rd
datarobot/man/RequestFeatureImpact.Rd
datarobot/man/ConnectToDataRobot.Rd
datarobot/man/PostgreSQLdrivers.Rd
datarobot/man/PrimeLanguage.Rd
datarobot/man/UploadPredictionDataset.Rd
datarobot/man/CreateDerivedFeatures.Rd
datarobot/man/GetRulesets.Rd
datarobot/man/ListModelFeatures.Rd
datarobot/man/RequestSampleSizeUpdate.Rd
datarobot/man/GetProjectStatus.Rd
datarobot/man/GetPredictJobs.Rd
datarobot/man/RequestPredictions.Rd
datarobot/man/JobStatus.Rd
datarobot/man/SetupProjectFromMySQL.Rd
datarobot/man/GetAllModels.Rd
datarobot/man/ListPredictionDatasets.Rd
datarobot/man/RequestTransferrableModel.Rd
datarobot/man/DeleteModel.Rd
datarobot/man/SetupProjectFromHDFS.Rd
datarobot/man/ListTransferrableModels.Rd
datarobot/man/SetupProject.Rd
datarobot/man/DeleteJob.Rd
datarobot/man/GetPrimeFileFromJobId.Rd
datarobot/man/RequestNewModel.Rd
datarobot/man/GetPrimeModelFromJobId.Rd
datarobot/man/GetRecommendedBlueprints.Rd
datarobot/man/CreateRandomPartition.Rd
datarobot/man/DownloadTransferrableModel.Rd
datarobot/man/CreateUserPartition.Rd
datarobot/man/ListBlueprints.Rd
datarobot/man/StartNewAutoPilot.Rd
datarobot/man/SetupProjectFromPostgreSQL.Rd
datarobot/man/ListFeatureInfo.Rd
datarobot/man/SetupProjectFromOracle.Rd
datarobot/man/GetPredictions.Rd
datarobot/man/UpdateTransferrableModel.Rd
datarobot/LICENSE