This page lists all the packages that have been developed in the DataSHIELD ecosystem. It includes packages that are in production, in development, retired, and unknown status. More info is in the FAQ.
There are 70 packages and 1680 functions listed on these pages.
| Name | Description | CRAN version | CRAN license | GitHub last update | GitHub version | GitHub license | GitHub owner | |
|---|---|---|---|---|---|---|---|---|
| Production | ||||||||
| 1 | dsBase | The dsBase package | 6.3.5 | GPL-3 | 2026-09-03 | 6.3.5 | GNU GPLv3 | datashield |
| 2 | dsBaseClient | The dsBaseClient package | 6.3.5 | GPL-3 | 2026-07-06 | 6.3.5 | GNU GPLv3 | datashield |
| 3 | dsCCPhos | DKTK-CCP data science package | 2026-07-10 | GNU GPLv3 | BastianReiter | |||
| 4 | dsCCPhosClient | DKTK-CCP data science package | 2026-07-09 | GNU GPLv3 | BastianReiter | |||
| 5 | dsDanger | Danger package | 2026-05-07 | 6.3.1 | GNU GPLv3 | datashield | ||
| 6 | dsDangerClient | Danger package | 2025-08-04 | 6.3.1 | GNU GPLv3 | datashield | ||
| 7 | dsExposome | Exposome package | 2023-02-14 | MIT License | isglobal-brge | |||
| 8 | dsExposomeClient | Exposome package | 2024-03-01 | 2.0.9 | MIT License | isglobal-brge | ||
| 9 | dsFreda | Data augmentation package | 2026-07-09 | GNU GPLv3 | BastianReiter | |||
| 10 | dsFredaClient | Data augmentation package | 2026-07-16 | GNU GPLv3 | BastianReiter | |||
| 11 | dsGamlss | Generalized Additive Models for Location, Scale and Shape | 2025-12-12 | GNU GPLv3 | bips-hb | |||
| 12 | dsGamlssClient | Generalized Additive Models for Location, Scale and Shape | 2025-12-12 | GNU GPLv3 | bips-hb | |||
| 13 | ds-helper | Data manipulation helper package | 2026-07-14 | 1.7.5 | timcadman | |||
| 14 | dsMediation | Mediation analysis package | 2022-06-09 | 0.0.3 | GNU GPLv3 | datashield | ||
| 15 | dsMediationClient | Mediation analysis package | 2022-06-09 | 0.0.3 | GNU GPLv3 | datashield | ||
| 16 | dsML | Machine learning package | 2026-04-20 | Initial release | GNU GPLv3 | isglobal-brge | ||
| 17 | dsMLClient | Machine learning package | 2026-04-20 | 1.0.1 | GNU GPLv3 | isglobal-brge | ||
| 18 | dsMTLBase | Multitask learning package | 2025-10-30 | dsMTLBase 0.9.9 | transbioZI | |||
| 19 | dsMTLClient | Multitask learning package | 2026-04-10 | dsMTLClient 0.9.9 | transbioZI | |||
| 20 | dsOmics | Omics package | 2026-02-02 | ATHLETE 2.1 | MIT License | isglobal-brge | ||
| 21 | dsOmicsClient | Omics package | 2023-03-15 | ATHLETE 2.0 | MIT License | isglobal-brge | ||
| 22 | dsOMOP | OMOP integration package | 2026-08-18 | dsOMOP 2.5.1 | Other | isglobal-brge | ||
| 23 | dsOMOPClient | OMOP integration package | 2026-08-18 | dsOMOPClient 2.7.1 | Other | isglobal-brge | ||
| 24 | dsOMOPHelper | OMOP integration helper package | 2025-06-09 | MIT License | isglobal-brge | |||
| 25 | dsQueryLibrary | OHDSI query library implementation package | 2026-06-29 | GNU GPLv3 | sib-swiss | |||
| 26 | dsQueryLibraryServer | OHDSI query library implementation package | 2026-06-29 | GNU GPLv3 | sib-swiss | |||
| 27 | dsSurvival | Survival analysis package | 2023-06-11 | GNU GPLv3 | datashield | |||
| 28 | dsSurvivalClient | Survival analysis package | 2026-05-07 | GNU GPLv3 | datashield | |||
| 29 | dsSwissKnife | 2026-06-29 | GNU GPLv3 | sib-swiss | ||||
| 30 | dsSwissKnifeClient | 2026-06-29 | GNU GPLv3 | sib-swiss | ||||
| 31 | dsTidyverse | The dsTidyverse package | 1.2.1 | LGPL (>= 3) | 2026-05-06 | v1.2.2 | GNU LGPLv3 | molgenis |
| 32 | dsTidyverseClient | The dsTidyverseClient package | 1.1.0 | LGPL (>= 3) | 2026-05-08 | v1.1.1 | GNU LGPLv3 | molgenis |
| 33 | dsUpload | Data uploading tool | 2024-06-13 | dsUpload 5.1.3 | lifecycle-project | |||
| Development | ||||||||
| 1 | dsAnalysis | Creates DataSHIELD analysis environments | 2026-06-18 | FlorianSchw | ||||
| 2 | dsClusterAnalysis | Cluster analysis package | 2025-02-06 | GNU GPLv3 | FlorianSchw | |||
| 3 | dsClusterAnalysisClient | Cluster analysis package | 2025-02-03 | GNU GPLv3 | FlorianSchw | |||
| 4 | dsCoda | Coda package | 2026-01-17 | GNU GPLv3 | datashield | |||
| 5 | dsCodaClient | Coda package | 2026-08-24 | GNU GPLv3 | datashield | |||
| 6 | dsDashboard | Dashboard package | 2026-03-20 | MIT | bips-hb | |||
| 7 | dsFlower | flower.ai federated learning package | 2026-09-04 | MIT | isglobal-brge | |||
| 8 | dsFlowerClient | flower.ai federated learning package | 2026-09-04 | MIT | isglobal-brge | |||
| 9 | dsFunctionCreator | Support the development and harmonisation of DataSHIELD functions | 2024-09-26 | v1.0.0 | GNU GPLv3 | FlorianSchw | ||
| 10 | dsImaging | Clinical imaging package | 2026-09-05 | Other | isglobal-brge | |||
| 11 | dsImagingClient | Clinical imaging package | 2026-09-05 | Other | isglobal-brge | |||
| 12 | dsIntestinalMicrobiomics | Microbiome analysis | 2024-03-08 | 1.0.1 | GNU GPLv3 | FlorianSchw | ||
| 13 | dsIntestinalMicrobiomicsClient | Microbiome analysis | 2024-02-27 | 1.0.0 | GNU GPLv3 | FlorianSchw | ||
| 14 | dsJobs | Submit and manage HPC jobs | 2026-09-05 | Other | isglobal-brge | |||
| 15 | dsJobsClient | Submit and manage HPC jobs | 2026-09-05 | Other | isglobal-brge | |||
| 16 | dsPUcopula | PU copula based synthetic data generator | 2026-04-13 | MIT License | bips-hb | |||
| 17 | dsPUcopulaClient | PU copula based synthetic data generator | 2025-10-07 | MIT License | bips-hb | |||
| 18 | dsROCrate | RO-Crate interface | 0.2.2 | MIT + file LICENSE | 2026-08-21 | dsROCrate 0.2.2 | MIT | FederatedMethods |
| 19 | dsSupportClient | Package to streamline descriptive stats generation | 2024-10-31 | nfdi4health | ||||
| Retired | ||||||||
| 1 | dsBayesPathAnalysis | Bayes Path Analysis package | 2022-01-11 | Apache License 2.0 | StuartWheater | |||
| 2 | dsBayesPathAnalysisClient | Bayes Path Analysis package | 2022-01-12 | Apache License 2.0 | StuartWheater | |||
| 3 | dsGeo | Geo package | 2015-08-04 | GNU GPLv3 | datashield | |||
| 4 | dsGeoClient | Geo package | 2015-08-04 | GNU GPLv2 | datashield | |||
| 5 | dsMicrobiome | Microbiome package | 2021-06-03 | Apache License 2.0 | StuartWheater | |||
| 6 | dsMicrobiomeClient | Microbiome package | 2021-06-03 | Apache License 2.0 | StuartWheater | |||
| 7 | dsSynthetic | Synthetic data generation package | 2022-07-07 | 1.0.0 | GNU GPLv3 | tombisho | ||
| 8 | dsSyntheticClient | Synthetic data generation package | 2022-07-07 | 1.0.0 | GNU GPLv3 | tombisho | ||
| Unknown | ||||||||
| 1 | dsBinVal | ROC-GLM and Calibrationcurve package | 2024-10-07 | Version 1.0.2 | GNU LGPLv3 | difuture-lmu | ||
| 2 | dsBoltzmannMachines | Deep Boltzmann machines package | 2021-05-01 | v1.0.2 | MIT License | stefan-m-lenz | ||
| 3 | dsBoltzmannMachinesClient | Deep Boltzmann machines package | 2021-05-01 | v1.0.2 | MIT License | stefan-m-lenz | ||
| 4 | dsCalibration | Calibration assessment package | 2022-02-15 | GNU LGPLv3 | difuture-lmu | |||
| 5 | dsCWB | Component-wise boosting package | 2022-12-01 | GNU LGPLv3 | schalkdaniel | |||
| 6 | dsDid | Difference-in-Differences package | 2024-06-11 | manuhuth | ||||
| 7 | dsDidClient | Difference-in-Differences package | 2024-06-11 | GNU GPLv3 | manuhuth | |||
| 8 | dsPredictBase | Push R objects to servers | 2022-04-21 | GNU LGPLv3 | difuture-lmu | |||
| 9 | dsPrivacy | Differential privacy package | 2023-06-13 | Apache License 2.0 | arkhn-oss | |||
| 10 | dsPrivacyClient | Differential privacy package | 2023-06-14 | arkhn-oss | ||||