An open-source MCP server that turns any LLM into an Intelligent Tutoring System. 50 years of cognitive science, MIT licensed.
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
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
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.
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.
Recovering the latent cognitive structure of standardized examinations like JEE and NEET, and using it to generate personalized study plans
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.
知途 · 知识追踪与自适应学习路径系统｜BKT / DKT / SAKT 三模型 + 两非学习基线的对比实验（公开数据集 ASSISTments 2009，DKT AUC 0.8092）｜FastAPI + Vue3 可运行系统
A system for math practising
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 (1°–12° Chilean primary and middle school), BKT mastery tracking, and LLM-assisted classification via AWS Lambda, API Gateway, SQS FIFO.
Adaptive quiz & exam platform that models student mastery with Bayesian Knowledge Tracing (HMM, forward algorithm + Viterbi) on a durable FastAPI / PostgreSQL / Redis / Celery backend with a Next.js frontend.
An AI-Powered Adaptive Learning Platform Using Generative AI and Bayesian Knowledge Tracing(BKT)
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