🧠 AI-powered Personalized Exam System: Integrating OpenPangu LLM, Knowledge Graph RAG, and BKT algorithm for adaptive question generation and recommendation. 基于LLM与知识图谱的智能个性化出题系统。

Adaptive problem selection interface for EdX courses

Automated identification of students at risk of evasion and with the need to reinforce learning using classification algorithm and knowledge modeling.

Explaining Bayesian Knowledge Tracing using American Sign Language

Visualizing the Knowledge Components and Areas of Bayesian Knowledge Tracing

BKT parameter visualization with hot air balloons

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 Explainable Game Made in Unity

EduPath AI is an intelligent learning platform that analyzes student quiz performance using Bayesian Knowledge Tracing (BKT) to estimate mastery levels and generate personalized skill recommendations. The system uses a React frontend, Node.js backend, FastAPI AI services, and MongoDB to deliver adaptive learning insights and real-time dashboard.