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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.
Getting started
Browse package contents
Package details |
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| Author | Biying Zhou [cre], Feng Ji [aut] |
| Maintainer | Biying Zhou <zby.zhou@mail.utoronto.ca> |
| License | MIT + file LICENSE |
| Version | 1.1.0 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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Try the FedIRT package in your browser
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