datarobot: DataRobot Predictive Modeling API

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

AuthorRon Pearson [aut], Zachary Deane-Mayer [aut], David Chudzicki [aut], Dallin Akagi [aut]
Date of publication2016-12-01 20:08:55
MaintainerDavid Chudzicki <api-maintainer@datarobot.com>
LicenseMIT + file LICENSE
Version2.4.0

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

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