Package: BKT 0.1.0
Yuhao Yuan
BKT: Bayesian Knowledge Tracing Model
Fitting, cross-validating, and predicting with Bayesian Knowledge Tracing (BKT) models. It is designed for analyzing educational datasets to trace student knowledge over time. The package includes functions for fitting BKT models, evaluating their performance using various metrics, and making predictions on new data. It provides the similar functionality as the Python package pyBKT authored by Zachary A. Pardos ([email protected]) at <https://github.com/CAHLR/pyBKT>.
Authors:
BKT_0.1.0.tar.gz
BKT_0.1.0.tar.gz(r-4.5-noble)BKT_0.1.0.tar.gz(r-4.4-noble)
BKT_0.1.0.tgz(r-4.4-emscripten)BKT_0.1.0.tgz(r-4.3-emscripten)
BKT.pdf |BKT.html✨
BKT/json (API)
NEWS
| # Install 'BKT' in R: |
| install.packages('BKT', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 14 days agofrom:4d98534653. Checks:2 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 05 2025 |
| R-4.5-linux | OK | Feb 05 2025 |
Exports:bktcrossvalidateevaluatefetch_datasetfitload_modelparamspredict_bktsave_modelset_coef
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bayesian Knowledge Tracing | bkt |
| Cross Validation | crossvalidate |
| Evaluate | evaluate |
| Fetch a dataset | fetch_dataset |
| fit bkt model | fit |
| Load | load_model |
| Extract Parameters from BKT model | params |
| Predict | predict_bkt |
| Save | save_model |
| Set Coefficients for BKT Model | set_coef |