README.md
In sib-swiss/dsSwissKnife: DataSHIELD Tools and Utilities - server side
dsSwissKnife
Functions and utilities that extend the functionality of the opal/datashield suite of packages. Server side.
About
dsSwissKnife is a software package which builds upon (and extends) DataSHIELD (https://www.datashield.ac.uk) to allow non-disclosive remote federated analysis on sensitive data. Like most DataSHIELD packages it has a client-server infrastructure so it needs to be used together with the client version, dsSwissKnifeClient (https://github.com/sib-swiss/dsSwissKnifeClient).
Functionality include implementations for a kmeans clustering algorithm, PCA, as well as a number of functions from specific packages (imputation with VIM, random forests with randomForest, synthetic data generation with Synthpop, etc). Please consult the documentation for the individual functions in dsSwissKnifeClient for more details.
Some utilisation examples and a basic docker setup are available here:
https://github.com/sib-swiss/dsSwissKnife-example
sib-swiss/dsSwissKnife documentation built on Nov. 27, 2024, 6:03 p.m.
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dsSwissKnife
Functions and utilities that extend the functionality of the opal/datashield suite of packages. Server side.
About
dsSwissKnife is a software package which builds upon (and extends) DataSHIELD (https://www.datashield.ac.uk) to allow non-disclosive remote federated analysis on sensitive data. Like most DataSHIELD packages it has a client-server infrastructure so it needs to be used together with the client version, dsSwissKnifeClient (https://github.com/sib-swiss/dsSwissKnifeClient).
Functionality include implementations for a kmeans clustering algorithm, PCA, as well as a number of functions from specific packages (imputation with VIM, random forests with randomForest, synthetic data generation with Synthpop, etc). Please consult the documentation for the individual functions in dsSwissKnifeClient for more details.
Some utilisation examples and a basic docker setup are available here: https://github.com/sib-swiss/dsSwissKnife-example
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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