automated-grading

Your math is wrong. Here's exactly where and why! 🔬 AI agent that verifies every step of a student solution, pinpoints the root cause of errors with SymPy symbolic math, and generates 🎯 targeted practice. Covers 📚 8 STEM subjects. Built with LangGraph multi-strategy workflow + FastAPI web UI⚡

MCQ_Grading_Bot is an AI-powered tool that grades solved MCQ exam sheets from images using Gemini Vision. It extracts student info, checks answers, calculates score, and displays detailed results—all through a simple Gradio interface in Colab.

SMART GRADE v5.0 Ultimate - PWA for SIN GBHS FOUMBAN Form 5B Science. Track 14 subjects, 3 terms, 6 sequences. 23 badges, 20 themes, 12 fonts. Offline mode, PDF/CSV/HTML/JSON export, fingerprint login, QR transfer, flashcards, goals. 100% free.

AI-powered handwriting grading system using Google Gemini for OCR, automated scoring, and analytics. Generates professional reports (Excel, Word, PDF) with insights for educators.

Python + openpyxl autograder — batch-validates finance assignment submissions against answer-key tolerance ranges. Used by University of Texas students.

An open-source, decoupled educational platform built with Django REST Framework and React/Redux, featuring automated grading and interactive quizzes.

An AI-powered educational platform built with Streamlit and Google Gemini to automate curriculum design, assessment creation, and grading.

In-house automated assignment evaluator for Algorithms and Data Structures at ISCTE-IUL.

Acadex AI is an intelligent, multi-agent "co-pilot" designed to liberate educators from the administrative work loads that consumes 30–40% of their time by leveraging Generative AI (Gemini)

OMRFlow — open-source Optical Mark Recognition (OMR) scanner and exam grading software. Design bubble sheets, process scans, reconcile attendance, score MCQs and generate results.

A Streamlit-based app using EasyOCR, TextBlob & SentenceTransformers to grade handwritten answers via OCR, spelling correction & semantic similarity.

面向基础教育作业反馈的人机协同批改框架：概念设计、风险治理与可复现评测协议。 A research-oriented prototype and evaluation protocol for human-in-the-loop assignment grading in K-12 education.

SmartEvaluator-Omni is a next-generation AI-powered examination grading system that leverages a Multi-Agent Swarm architecture to provide fair, unbiased, and comprehensive student answer evaluation.

Attribute type inference from names: multilingual rules + local LLM fallback. Code and anonymized dataset for the paper.

An AI-powered quiz generation and NLP-based evaluation portal for university assessments.

A test rig measuring whether an LLM grades essay answers consistently, and what actually moves the mark. Matched-pair manipulation experiments across 3 questions, a blinded 15-answer human gold set, and hand-implemented quadratic weighted kappa.

An interview coach that interviews you: rubric grading of typed answers, hard-negative MCQs, and SM-2 spaced repetition. Python/FastAPI + React. Runs offline.

Analyzes source code files to extract style violations, complexity metrics, and quality indicators, returning structured JSON results via Python API or HTTP microservice.

Advanced OMR and exam assessment platform that turns paper exams and phone photos into explainable, confidence-scored results. Features OpenCV computer vision, AI-assisted grading, psychometrics, anti-cheating, RTL support, Django REST, Next.js, Celery, Redis, PostgreSQL, Docker, Kubernetes, Helm, and Terraform for scalable education workflows.

Automates student assignment grading and feedback generation using LLMs through a command-line interface.