'DataRobot' Predictive Modeling API
0packages depend
5.7Kdownloads / year
4.9%test coverage
13/13flavors OK
Overview
About
Maintained by AJ AlonCRAN page ↗
For working with the 'DataRobot' predictive modeling platform's API https://www.datarobot.com/.
Changes in 2.18.9
This is a maintenance release.
Bugfixes:
- Fixed vignette rebuild issues on CRAN Linux check by removing
ComparingSubsetsvignette as it's dependent onPimaIndiansDiabeteswhich was removed in latest version ofmlbenchpackage.
From NEWS.md in the release
Install
Health
CRAN checks
13OK
Slowest check: 5.2 min · r-oldrel-windows-x86_64
Status changes
- OK13 OK2026-09-17
- ERROR10 OK, 3 ERROR2026-07-25
- OK13 OK2026-06-09
- ERROR12 OK, 1 ERROR2026-06-08
- OK13 OK2026-06-04
Show 4 earlier changesHide 4 earlier changes
- ERROR11 OK, 2 ERROR2026-05-01
- OK14 OK2026-03-16
- ERROR13 OK, 1 ERROR2026-03-15
- OK14 OK2026-03-10
Advisories
Documentation
In release 2.18.9
READMENoVignettesYes · 15 · dynamicNEWSYes · 100% structured · mentions 2.18.9Citation fileNoWebsitenot declared in DESCRIPTION
- Help pages
- 317 (7 internal)includes a package overview page
- Examples that run
- 3%8 run in a plain check · 226 never run
- Exported functions with examples
- 84%
- Documented parameters
- 100%
- Return-value docs
- 72%
- Help pages citing references
- 0%
Vignettes (15)
- Advanced Model Insights
- Advanced Tuning for Models
- Assessing Variable Importance for Predictive Models of Arbitrary Type
- Compliance Documentation
- Connecting with a Custom CA Bundle
- Datetime Partitioning
- Interpreting Predictive Models Using Partial Dependence Plots
- Introduction to Model Deployment
- Introduction to Multiclass
- Introduction to the DataRobot R Package
Show 5 moreHide 5 vignettes
Downloads
5.7K
CRAN downloads in the past year
Rank #4,972 · ~16/day · ~477/mo
Daily download trend is not available in this view yet.
68630 days
1.7K90 days
5.7K1 year
Also on163 r2u14 autocran174 c2d4u
Dependencies
Code & Tests
Datasets
People & History
People (14)
Author, Maintainer · added in 2.18.0
Author
Author · added in 2.7.1
Author
Author · added in 2.3.1
Author · added in 2.8.0
Author · added in 2.17.1
Author
Author · added in 2.18.0
Author · added in 2.18.0
Author · added in 2.6.0
Contributor · added in 2.18.0
Contributor · added in 2.18.0
Copyright holder · added in 2.18.7
Maintainer since 2.2.32 (2016)
Listed in earlier versions (4)
Show 4 peopleHide 4 people
Zachary Meyer
no longer listed · 2.2.32
DataRobot
no longer listed · 2.18.0 to 2.18.6
Inc.
no longer listed · 2.18.0 to 2.18.6
Anand
no longer listed · 2.18.7 to 2.18.9
Releases (28)
Pick two releases to compare their code metrics.
- 2.18.9Latest
- 2.18.82026-05-26 · diff ↗
- RR 4.6.0 released · 2026-04-24
- 2.18.72025-10-02 · diff ↗
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 2.18.62024-03-13 · diff ↗
- 2.18.52023-11-02 · diff ↗
- 2.18.42023-08-07 · diff ↗
- RR 4.3.0 released · 2023-04-21
- unarchivedReturned to CRAN2022-05-06
- 2.18.22022-05-06 · diff ↗
- archivedRemoved from CRAN2022-05-01check issues were not corrected in time Does not use 'stubthat' conditionally
- RR 4.2.0 released · 2022-04-22
- 2.18.1
- 2.18.02021-06-02 · diff ↗ ·
removed 1 export
ProjectFromAsyncUrladded 24 exports
ClassificationDeploymentAccuracyMetric, CloneProject, DeleteAnomalyAssessmentRecord, DeploymentAccuracyMetric, DeploymentServiceHealthMetric, GetAnomalyAssessmentExplanations, GetAnomalyAssessmentPredictionsPreview, GetDeploymentAccuracy, GetDeploymentAccuracyOverTime, GetDeploymentAssociationId, GetDeploymentServiceStats, GetDeploymentServiceStatsOverTime, GetDeploymentSettings, GetResidualsChart, InitializeAnomalyAssessment, ListAnomalyAssessmentRecords, ListResidualsCharts, MulticlassDeploymentAccuracyMetric, ProjectFromJobResponse, RegressionDeploymentAccuracyMetric, SegmentAnalysisAttribute, SourceType, SubmitActuals, UpdateDeploymentAssociationId
Show 25 earlier eventsHide 25 earlier events
- RR 4.1.0 released · 2021-05-18
- 2.17.12020-07-01 · diff ↗
- RR 4.0.0 released · 2020-04-24
- 2.17.02020-02-22 · diff ↗ ·
removed 10 exports
DeleteTransferrableModel, DownloadTransferrableModel, GetTransferrableModel, ListTransferrableModels, RequestTransferrableModel, SetupProjectFromMySQL, SetupProjectFromOracle, SetupProjectFromPostgreSQL, UpdateTransferrableModel, UploadTransferrableModeladded 14 exports
BatchFeaturesTypeTransform, CreateDeployment, DeleteDeployment, GetDeployment, GetDeploymentDriftTrackingSettings, GetFeatureAssociationMatrix, GetFeatureAssociationMatrixDetails, ListDeployments, ListPredictionServers, ModelReplacementReason, ReplaceDeployedModel, UpdateDeploymentDriftTrackingSettings, ValidateReplaceDeployedModel, VariableTransformTypes - 2.16.02020-01-07 · diff ↗ ·
added 4 exports
DownloadSeriesAccuracy, GetSeriesAccuracy, GetSeriesAccuracyForModel, RequestSeriesAccuracy - 2.15.02019-11-18 · diff ↗ ·
removed 13 exports
DeleteReasonCodes, DeleteReasonCodesInitialization, DownloadReasonCodes, GetAllReasonCodesRowsAsDataFrame, GetReasonCodesInitialization, GetReasonCodesInitializationFromJobId, GetReasonCodesMetadata, GetReasonCodesMetadataFromJobId, GetReasonCodesRows, ListReasonCodesMetadata, RequestPredictionsForDataset, RequestReasonCodes, RequestReasonCodesInitializationadded 15 exports
CreateCalendar, DeleteCalendar, DeleteTransferableModel, DownloadTransferableModel, GetCalendar, GetCalendarFromProject, GetTransferableModel, ListCalendars, ListTransferableModels, RequestCrossSeriesDetection, RequestTransferableModel, UpdateCalendar, UpdateTransferableModel, UploadTransferableModel, ValidateMultiSeriesProperties - 2.14.22019-08-28 · diff ↗
- 2.14.12019-08-02 · diff ↗
- 2.14.02019-07-22 · diff ↗ ·
removed 4 exports
GetAllLiftCharts, GetAllRocCurves, GetModelJobs, GetProjectListadded 16 exports
CreateComplianceDocumentation, DeleteComplianceDocTemplate, DownloadComplianceDocTemplate, DownloadComplianceDocumentation, GetComplianceDocTemplate, GetFeatureHistogram, GetModelCapabilities, ListComplianceDocTemplates, ListSharingAccess, SeriesAggregationType, Share, SharingRole, TimeUnits, UpdateAccess, UpdateComplianceDocTemplate, UploadComplianceDocTemplate - 2.13.02019-05-24 · diff ↗ ·
removed 1 export
GetDatetimeModelObjectadded 37 exports
AddEureqaSolution, DeleteFeaturelist, DeleteModelingFeaturelist, DeletePredictionExplanations, DeletePredictionExplanationsInitialization, DownloadPredictionExplanations, GetCrossValidationScores, GetDatetimeModel, GetFeatureImpact, GetParetoFront, GetPredictionDataset, GetPredictionExplanations, GetPredictionExplanationsInitialization, GetPredictionExplanationsInitializationFromJobId, GetPredictionExplanationsMetadata, GetPredictionExplanationsMetadataFromJobId, GetPredictionExplanationsRows, GetPredictionExplanationsRowsAsDataFrame, GetTrainingPredictionsForModel, GetTuningParameters, IsBlenderEligible, ListPredictionExplanationsMetadata, ListPredictions, ListStarredModels, Predict, ProjectStage, RequestPredictionExplanations, RequestPredictionExplanationsInitialization, RequestPredictions, RunInteractiveTuning and 7 more - RR 3.6.0 released · 2019-04-26
- 2.12.12019-02-27 · diff ↗
- 2.12.02019-02-12 · diff ↗ ·
added 7 exports
GetMissingValuesReport, ListLiftCharts, ListModelJobs, ListProjects, ListRocCurves, StartProject, UploadPredictionDatasetFromDataSource - 2.11.02019-01-12 · diff ↗ ·
added 26 exports
CreateDataSource, CreateDataStore, CrossValidateModel, DeleteDataSource, DeleteDataStore, DownloadTimeSeriesFeatureDerivationLog, GetDataSource, GetDataStore, GetDataStoreSchemas, GetDataStoreTables, GetDriver, GetModelRecommendation, GetMultiSeriesProperties, GetRecommendedModel, GetTimeSeriesFeatureDerivationLog, ListDataSources, ListDataStores, ListDrivers, ListModelRecommendations, RecommendedModelType, RequestMultiSeriesDetection, SetupProjectFromDataSource, TargetLeakageType, TestDataStore, UpdateDataSource, UpdateDataStore - 2.10.02018-11-19 · diff ↗ ·
removed 12 exports
GetAllModels, GetBlueprintDocuments, GetModelDeployment, GetModelDeploymentActionLog, GetModelDeploymentServiceStatistics, GetModelObject, GetRecommendedBlueprints, ListModelDeployments, ModelDeploymentStatus, RequestModelDeployment, RequestPredictions, UpdateModelDeployment - 2.9.02018-09-11 · diff ↗ ·
added 11 exports
DifferencingMethod, GetModelDeployment, GetModelDeploymentActionLog, GetModelDeploymentServiceStatistics, ListModelDeployments, ModelDeploymentStatus, PeriodicityMaxTimeStep, PeriodicityTimeUnits, RequestModelDeployment, TreatAsExponential, UpdateModelDeployment - RR 3.5.0 released · 2018-04-23
- 2.8.02018-01-17 · diff ↗ ·
added 28 exports
CreateModelingFeaturelist, CreateRatingTable, DataSubset, DownloadRatingTable, DownloadTrainingPredictions, GetBlueprintDocumentation, GetConfusionChart, GetModel, GetModelBlueprintChart, GetModelBlueprintDocumentation, GetModelingFeaturelist, GetRatingTable, GetRatingTableFromJobId, GetRatingTableModel, GetRatingTableModelFromJobId, GetTrainingPredictions, GetTrainingPredictionsFromJobId, ListConfusionCharts, ListModelingFeaturelists, ListModels, ListRatingTableModels, ListRatingTables, ListTrainingPredictions, RenameRatingTable, RequestNewRatingTableModel, RequestTrainingPredictions, ScaleoutModelingMode, TargetType - 2.7.12017-09-20 · diff ↗ ·
added 10 exports
DataPartition, DownloadScoringCode, GetAllLiftCharts, GetAllRocCurves, GetJob, GetLiftChart, GetModelJob, GetPredictJob, GetRocCurve, GetWordCloud - RR 3.4.0 released · 2017-04-21
- 2.6.02017-04-16 · diff ↗ ·
added 36 exports
BlendMethods, BlueprintChartToGraphviz, ConstructDurationString, CreateBacktestSpecification, CreateDatetimePartitionSpecification, CreateDerivedFeatureIntAsCategorical, DeleteReasonCodes, DeleteReasonCodesInitialization, DownloadReasonCodes, GenerateDatetimePartition, GetAllReasonCodesRowsAsDataFrame, GetBlenderModel, GetBlenderModelFromJobId, GetBlueprint, GetBlueprintChart, GetBlueprintDocuments, GetDatetimeModelFromJobId, GetDatetimeModelObject, GetDatetimePartition, GetFrozenModel, GetFrozenModelFromJobId, GetModelParameters, GetReasonCodesInitialization, GetReasonCodesInitializationFromJobId, GetReasonCodesMetadata, GetReasonCodesMetadataFromJobId, GetReasonCodesRows, ListReasonCodesMetadata, RequestBlender, RequestFrozenDatetimeModel and 6 more - 2.4.02016-12-01 · diff ↗ ·
added 27 exports
CreatePrimeCode, DeleteTransferrableModel, DownloadPrimeCode, DownloadTransferrableModel, GetPrimeEligibility, GetPrimeFile, GetPrimeFileFromJobId, GetPrimeModel, GetPrimeModelFromJobId, GetRulesets, GetTransferrableModel, JobType, ListPrimeFiles, ListPrimeModels, ListTransferrableModels, PostgreSQLdrivers, PrimeLanguage, RequestApproximation, RequestPrimeModel, RequestTransferrableModel, SetupProjectFromHDFS, SetupProjectFromMySQL, SetupProjectFromOracle, SetupProjectFromPostgreSQL, UpdateTransferrableModel, UploadTransferrableModel, WaitForJobToComplete - 2.3.12016-08-31 · diff ↗ ·
removed 4 exports
DeletePendingJob, GetFeatures, GetPendingJobs, StartAutopilotadded 14 exports
CreateDerivedFeatureAsCategorical, CreateDerivedFeatureAsNumeric, CreateDerivedFeatureAsText, DeletePredictionDataset, FeatureFromAsyncUrl, GetFeatureImpactForJobId, GetFeatureImpactForModel, ListBlueprints, ListPredictionDatasets, PredictionDatasetFromAsyncUrl, ProjectFromAsyncUrl, RequestFeatureImpact, RequestPredictionsForDataset, UploadPredictionDataset - 2.2.322016-05-17
- RR 3.3.0 released · 2016-05-03
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Package metadata
- First published
- 2016-05-17
- Total releases
- 28 / 10 yrs
- License
- MIT + file LICENSE OSI
- Minimum R
- ≥ 3.5
- Download size
- 2.1 MB
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citation("datarobot")Alon, A., DataRobot Inc., Akagi, D., Anand, T. R., Chudzicki, D., Deane-Mayer, Z., Hurford, P., Ismay, C., Pearson, R., Poliakov, M., Tamazlykar, A., Watson, A., Williams, G., & Yurgenson, S. (2026). datarobot: 'DataRobot' Predictive Modeling API (Version 2.18.9) [Computer software]. https://doi.org/10.32614/CRAN.package.datarobot
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