Package: FedIRT 1.1.0
FedIRT: Federated Item Response Theory Models
Integrate Item Response Theory (IRT) and Federated Learning to estimate traditional IRT models, including the 2-Parameter Logistic (2PL) and the Graded Response Models, with enhanced privacy. It allows for the estimation in a distributed manner without compromising accuracy. A user-friendly 'shiny' application is included.
Authors:
FedIRT_1.1.0.tar.gz
FedIRT_1.1.0.zip(r-4.5)FedIRT_1.1.0.zip(r-4.4)FedIRT_1.1.0.zip(r-4.3)
FedIRT_1.1.0.tgz(r-4.4-any)FedIRT_1.1.0.tgz(r-4.3-any)
FedIRT_1.1.0.tar.gz(r-4.5-noble)FedIRT_1.1.0.tar.gz(r-4.4-noble)
FedIRT_1.1.0.tgz(r-4.4-emscripten)FedIRT_1.1.0.tgz(r-4.3-emscripten)
FedIRT.pdf |FedIRT.html✨
FedIRT/json (API)
# Install 'FedIRT' in R: |
install.packages('FedIRT', repos = c('https://biyingzhou.r-universe.dev', 'https://cloud.r-project.org')) |
- example_data_2PL - Binary Response Dataset for Federated 2PL Model
- example_data_2PL_1 - Binary Response Dataset for Federated 2PL Model
- example_data_2PL_2 - Binary Response Dataset for Federated 2PL Model
- example_data_graded - Graded Response Dataset for Federated Graded Model
- example_data_graded_and_binary - Graded Response Dataset for Federated Graded Model
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 months agofrom:38abff33cc. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 29 2024 |
R-4.5-win | OK | Oct 29 2024 |
R-4.5-linux | OK | Oct 29 2024 |
R-4.4-win | OK | Oct 29 2024 |
R-4.4-mac | OK | Oct 29 2024 |
R-4.3-win | OK | Oct 29 2024 |
R-4.3-mac | OK | Oct 29 2024 |
Exports:fedirtfedirt_2PLfedirt_filefedirt_gpcmg_logLg_logL_entryg_logL_gpcmlogLlogL_entrylogL_gpcmmempersonfitpersonscorerunclientrunserverSE
Dependencies:askpassbase64encbslibcachemcallrclicolorspacecommonmarkcrayoncrosstalkcurldigestDTevaluatefansifarverfastmapfontawesomefsggplot2gluegtablehighrhtmltoolshtmlwidgetshttpuvhttrisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmeopensslpillarpkgconfigpracmaprocessxpromisespspurrrR6rappdirsRColorBrewerRcpprlangrmarkdownsassscalesshinyshinyjssourcetoolssystibbletinytexutf8vctrsviridisLitewithrxfunxtableyaml