⚙️ Ralph, the ultimate Learning Record Store (and more!) for your learning analytics
My Learning Analytics (MyLA)
An AI-driven productivity tracking app built with Python, Streamlit, SQLite, and Machine Learning. It logs and analyzes study sessions, predicts productivity using Random Forest models, and visualizes key insights to help learners improve focus, habits, and overall academic efficiency.
AI-powered Knowledge Space Theory for adaptive education. 10 Claude Code skills implementing the full KST pipeline — from course materials to knowledge graphs, adaptive assessment, personalized materials, and JIT instruction planning.
An interpretable early-warning engine that detects academic instability before grades collapse. Instead of predicting performance, it models pressure accumulation, buffer strength, and transition risk using attendance, engagement, and study load to explain fragility and identify high-leverage interventions.
Adaptive STEM learning system using Q-learning to personalize educational pathways. Integrated with Moodle via LTI 1.3. Achieves 22.5% score improvement and 51% reduction in weak skills through AI-driven recommendations and explainable decisions (SHAP).
Aggregation of GitHub activities and transformation in Pandas Dataframes
This is a work-in-progress repository for a deep learning based moderator agent for critical discourse in discussion forums.
MC-Test is a multilingual open-source platform for formative multiple-choice learning and item quality review, with explanations, mini-glossaries, learning analytics, PDF reports, Anki exports, arsnova.eu export, and CSV-based data analysis. Development currently happens mainly in German.
Module Progress is a Python script and Tableau workbook for visualizing students progress in a Canvas course.
Traceable and verifiable micro-learning-objective dependency dataset for Chinese primary mathematics. 面向中国小学数学的可追溯、可验证微知识点依赖数据集。
A crawler for Coursera
Open source application to sonify learning analytics data based on users preference. Designed to be used as a data exploration tool.
AI-assisted programming education platform for universities, combining code evaluation, guided learning, restricted execution, and learning analytics.
Scripts for the OpenLRW API
AI & ML powered adaptive learning platform with personalized study plans, learning path graph, adaptive quizzes, dashboard analytics, curated resources, and an AI tutor (LLM + RAG).
An edge-deployed AI-powered LMS integrating quantized LLMs with Digital Signal Processing (DSP) engagement modeling and vision-based head-pose attention monitoring.
Claude Code skill + AI diagnostic quiz engine. Drop in any textbook, get an interactive quiz with real-time timing & 4D weak-point analysis. #claude-skill #claude-code #mcp
Analyse Moodle course backup (.mbz) files to generate audits, interactive dashboards, content maps, settings analysis, file inventories and course comparisons.
Human-governed AI agents for K–12 proof-of-learning. AI assists. Humans govern. Evidence speaks. Communities validate.
To associate your repository with the learning-analytics topic, visit your repo's landing page and select "manage topics."