Automated identification of students at risk of evasion and with the need to reinforce learning using classification algorithm and knowledge modeling.
Adaptive problem selection interface for EdX courses
BKT Explainable Game Made in Unity
Explaining Bayesian Knowledge Tracing using American Sign Language
Visualizing the Knowledge Components and Areas of Bayesian Knowledge Tracing
Implements a grid-search method to find BKT parameters using a shared c library in Python. The shared c library implements the grid search to speed up the nested for loops. Functions to estimate BKT parameters, predictions, collapsed & non-collapsed rmse, auc_roc, accuracy and implement student-stratified k-fold cross-validation.
BKT parameter visualization with hot air balloons
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