Package: BKT 0.1.2

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 functionality similar to the 'Python' package 'pyBKT' authored by Zachary A. Pardos ([email protected]) at <https://github.com/CAHLR/pyBKT>.
Authors:
BKT_0.1.2.tar.gz
BKT_0.1.2.zip(r-4.7-any)BKT_0.1.2.zip(r-4.6-any)
BKT_0.1.2.tar.gz(r-4.7-any)BKT_0.1.2.tar.gz(r-4.6-any)
BKT_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
BKT/json (API)
| # Install 'BKT' in R: |
| install.packages('BKT', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- simulation_data_2000 - Simulated dataset with 2000 students
- simulation_data_50 - Simulated dataset
- simulation_data_500 - Simulated dataset with 500 students
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:0a161aebd7. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 102 | ||
| source / vignettes | OK | 141 | ||
| linux-release | OK | 131 | ||
| windows-devel | OK | 73 | ||
| windows-release | OK | 82 | ||
| wasm-release | OK | 84 |
Exports:bktcrossvalidateevaluatefetch_datasetfitload_modelparamspredict_bktsave_modelset_coefsimulate_bkt_data
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 |
| Simulate Data from a Bayesian Knowledge Tracing (BKT) Model | simulate_bkt_data |
| Simulated dataset with 2000 students | simulation_data_2000 |
| Simulated dataset | simulation_data_50 |
| Simulated dataset with 500 students | simulation_data_500 |