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.
There are 63 packages and 1424 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 | 2026-05-14 | 6.3.5 | GNU GPLv3 | datashield |
| 2 | dsBaseClient | The dsBaseClient package | 6.3.5 | GPL-3 | 2026-06-08 | 6.3.5 | GNU GPLv3 | datashield |
| 3 | dsDanger | Danger package | 2026-05-07 | 6.3.1 | GNU GPLv3 | datashield | ||
| 4 | dsDangerClient | Danger package | 2025-08-04 | 6.3.1 | GNU GPLv3 | datashield | ||
| 5 | dsExposome | Exposome package | 2023-02-14 | MIT License | isglobal-brge | |||
| 6 | dsExposomeClient | Exposome package | 2024-03-01 | 2.0.9 | MIT License | isglobal-brge | ||
| 7 | dsMediation | Mediation analysis package | 2022-06-09 | 0.0.3 | GNU GPLv3 | datashield | ||
| 8 | dsMediationClient | Mediation analysis package | 2022-06-09 | 0.0.3 | GNU GPLv3 | datashield | ||
| 9 | dsML | Machine learning package | 2026-04-20 | Initial release | GNU GPLv3 | isglobal-brge | ||
| 10 | dsMLClient | Machine learning package | 2026-04-20 | 1.0.1 | GNU GPLv3 | isglobal-brge | ||
| 11 | dsMTLBase | Multitask learning package | 2025-10-30 | dsMTLBase 0.9.9 | transbioZI | |||
| 12 | dsMTLClient | Multitask learning package | 2026-04-10 | dsMTLClient 0.9.9 | transbioZI | |||
| 13 | dsOmics | Omics package | 2026-02-02 | ATHLETE 2.1 | MIT License | isglobal-brge | ||
| 14 | dsOmicsClient | Omics package | 2023-03-15 | ATHLETE 2.0 | MIT License | isglobal-brge | ||
| 15 | dsOMOP | OMOP integration package | 2026-06-05 | 2.0.0 | MIT License | isglobal-brge | ||
| 16 | dsOMOPClient | OMOP integration package | 2026-06-05 | 2.0.0 | MIT License | isglobal-brge | ||
| 17 | dsOMOPHelper | OMOP integration helper package | 2025-06-09 | MIT License | isglobal-brge | |||
| 18 | dsQueryLibrary | OHDSI query library implementation package | 2023-10-03 | sib-swiss | ||||
| 19 | dsQueryLibraryServer | OHDSI query library implementation package | 2025-02-12 | sib-swiss | ||||
| 20 | dsSurvival | Survival analysis package | 2023-06-11 | GNU GPLv3 | datashield | |||
| 21 | dsSurvivalClient | Survival analysis package | 2026-05-07 | GNU GPLv3 | datashield | |||
| 22 | dsSwissKnife | 2025-06-16 | sib-swiss | |||||
| 23 | dsSwissKnifeClient | 2025-06-16 | sib-swiss | |||||
| 24 | dsTidyverse | The dsTidyverse package | 1.2.1 | LGPL (>= 3) | 2026-05-06 | v1.2.2 | GNU LGPLv3 | molgenis |
| 25 | dsTidyverseClient | The dsTidyverseClient package | 1.1.0 | LGPL (>= 3) | 2026-05-08 | v1.1.1 | GNU LGPLv3 | molgenis |
| Development | ||||||||
| 1 | dsCoda | Coda package | 2026-01-17 | GNU GPLv3 | datashield | |||
| 2 | dsCodaClient | Coda package | 2025-12-17 | GNU GPLv3 | datashield | |||
| 3 | dsDashboard | Dashboard package | 2026-03-20 | MIT License | bips-hb | |||
| 4 | dsFlower | flower.ai federated learning package | 2026-05-27 | MIT License | isglobal-brge | |||
| 5 | dsFlowerClient | flower.ai federated learning package | 2026-06-02 | MIT License | isglobal-brge | |||
| 6 | dsImaging | Clinical imaging package | 2026-05-26 | Other | isglobal-brge | |||
| 7 | dsImagingClient | Clinical imaging package | 2026-06-02 | Other | isglobal-brge | |||
| 8 | dsJobs | Submit and manage HPC jobs | 2026-05-31 | Other | isglobal-brge | |||
| 9 | dsJobsClient | Submit and manage HPC jobs | 2026-05-25 | Other | isglobal-brge | |||
| 10 | dsPUcopula | PU copula based synthetic data generator | 2026-04-13 | MIT License | bips-hb | |||
| 11 | dsPUcopulaClient | PU copula based synthetic data generator | 2025-10-07 | MIT License | bips-hb | |||
| 12 | dsROCrate | RO-Crate interface | 0.1.0 | MIT + file LICENSE | 2026-06-01 | dsROCrate 0.1.0 | MIT License | FederatedMethods |
| Retired | ||||||||
| 1 | dsGeo | Geo package | 2015-08-04 | GNU GPLv3 | datashield | |||
| 2 | dsGeoClient | Geo package | 2015-08-04 | GNU GPLv2 | datashield | |||
| Unknown | ||||||||
| 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 | dsBinVal | ROC-GLM and Calibrationcurve package | 2024-10-07 | Version 1.0.2 | GNU LGPLv3 | difuture-lmu | ||
| 4 | dsBoltzmannMachines | Deep Boltzmann machines package | 2021-05-01 | v1.0.2 | MIT License | stefan-m-lenz | ||
| 5 | dsBoltzmannMachinesClient | Deep Boltzmann machines package | 2021-05-01 | v1.0.2 | MIT License | stefan-m-lenz | ||
| 6 | dsCalibration | Calibration assessment package | 2022-02-15 | GNU LGPLv3 | difuture-lmu | |||
| 7 | dsClusterAnalysis | Cluster analysis package | 2025-02-06 | GNU GPLv3 | FlorianSchw | |||
| 8 | dsClusterAnalysisClient | Cluster analysis package | 2025-02-03 | GNU GPLv3 | FlorianSchw | |||
| 9 | dsCWB | Component-wise boosting package | 2022-12-01 | GNU LGPLv3 | schalkdaniel | |||
| 10 | dsDid | Difference-in-Differences package | 2024-06-11 | manuhuth | ||||
| 11 | dsDidClient | Difference-in-Differences package | 2024-06-11 | GNU GPLv3 | manuhuth | |||
| 12 | dsFunctionCreator | Support the development and harmonisation of DataSHIELD functions | 2024-09-26 | v1.0.0 | GNU GPLv3 | FlorianSchw | ||
| 13 | ds-helper | Data manipulation helper package | 2026-02-03 | 1.7.2 | timcadman | |||
| 14 | dsIntestinalMicrobiomics | Microbiome analysis | 2024-03-08 | 1.0.1 | GNU GPLv3 | FlorianSchw | ||
| 15 | dsIntestinalMicrobiomicsClient | Microbiome analysis | 2024-02-27 | 1.0.0 | GNU GPLv3 | FlorianSchw | ||
| 16 | dsMicrobiome | Microbiome package | 2021-06-03 | Apache License 2.0 | StuartWheater | |||
| 17 | dsMicrobiomeClient | Microbiome package | 2021-06-03 | Apache License 2.0 | StuartWheater | |||
| 18 | dsPredictBase | Push R objects to servers | 2022-04-21 | GNU LGPLv3 | difuture-lmu | |||
| 19 | dsPrivacy | Differential privacy package | 2023-06-13 | Apache License 2.0 | arkhn-oss | |||
| 20 | dsPrivacyClient | Differential privacy package | 2023-06-14 | arkhn-oss | ||||
| 21 | dsSupportClient | Package to streamline descriptive stats generation | 2024-10-31 | sofiasiamp | ||||
| 22 | dsSynthetic | Synthetic data generation package | 2022-07-07 | 1.0.0 | GNU GPLv3 | tombisho | ||
| 23 | dsSyntheticClient | Synthetic data generation package | 2022-07-07 | 1.0.0 | GNU GPLv3 | tombisho | ||
| 24 | dsUpload | Data uploading tool | 2024-06-13 | dsUpload 5.1.3 | lifecycle-project | |||