learner-modeling

A simulation platform that stress-tests learning content against synthetic learner populations before launch. Accepts curriculum content, assessments, and learner-profile settings, then returns risk diagnostics, confusion points, concept bottlenecks, drop-off forecasts, and revision recommendations - so curriculum teams catch problems in simulation

A Flask-based teaching support system for programming courses, featuring learning-log analysis, learner modeling, and AST-based code structure analysis.

Realtime LM Dashboard for Intervention Studies by Maharsh

Claim-level regulation for persistent learner-state memory in LLM tutoring systems.

Adaptive learning classifier using a Beta–Binomial model to estimate student proficiency

A benchmark for educational risks introduced by learner-state memory in LLM tutoring systems.