An open-source MCP server that turns any LLM into an Intelligent Tutoring System. 50 years of cognitive science, MIT licensed.
Goal-first AI learning coach for adaptive, evidence-aware study paths.
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
BKT Explainable Game Made in Unity
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.
院长实验班 AI 教学系统 · 福建理工大学人工智能与交通工程学院。三层架构（知识图谱/学生状态/生成层）+ 拉取式调度：知识由项目需求拉取，不由课程顺序推送。大模型是嘴，不是脑。
Turn any GitHub repo into a Duolingo-style course you'll actually finish — AI tutor with per-concept mastery (BKT), spaced repetition, 100% local + BYO LLM key | 把任意仓库变成学得完的多邻国式课程
Recovering the latent cognitive structure of standardized examinations like JEE and NEET, and using it to generate personalized study plans
A system for math practising
ML/AI workers for Innova EdTech. Python 3.11 + Anthropic Claude + Gemini Vision. Implements BKT calibration, IRT fitting, LLM error classification, and OCR vision pipeline. AWS Lambda container images.
Mentora : An adaptive AI learning platform with BKT/DKT mastery tracking, SM-2 spaced repetition, LangChain AI tutor, LinUCB recommendations, LiveKit live sessions, and full PWA + offline support. Built solo, on free-tier infra, for ₹0/month.
A real-time edtech agent with screen OCR, pluggable LLMs , Bayesian Knowledge Tracing (BKT) for adaptive quizzes, spaced repetition, concept graphs, and collaborative classrooms. Built with FastAPI, React, and Supabase.
Serverless backend for Innova EdTech. NestJS + TypeScript + Prisma. Orchestrates procedural math error detection (3°–6° Chilean primary school), BKT mastery tracking, and LLM-assisted classification via AWS Lambda, API Gateway, SQS FIFO.
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.
An AI-Powered Adaptive Learning Platform Using Generative AI and Bayesian Knowledge Tracing(BKT)
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