Optimal Learning Lab

Applying cognitive theory to optimize learning.
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Resources

Logistic Knowledge Tracing tutorial and supporting documentation.

Install LKT from CRAN, then use the package vignettes and these introductory guides to build and compare models of learner performance. MoFaCTS users can explore these methods for analyzing learner histories.

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Getting Started

LKT pages

LKT Basics

Start here for the basic package orientation and direct access to the CRAN vignette.

Data Preparation

Use this page if you need to understand initial loading, timestamps, and spacing-related predictors.

Input and Output

Reference-style overview of key parameters and the major values returned by the modeling workflow.

Examples

Worked examples and embedded vignette sections for AFM, PFA, and related workflows.

Additional resources

More materials