nityansuman/marvin
Web app to automatically generate subjective or an objective test and evaluate user responses without any human intervention in an efficient and automatic manner using machine learning and natural language processing.
Leverages NLTK for semantic analysis and automatic question generation from source materials, then evaluates free-form student responses using NLP-based answer matching rather than simple keyword detection. Built as a Flask web application with Python backend, eliminating manual grading workflows while addressing paper-based exam security concerns through digital test delivery and automated result boards.
117 stars. No commits in the last 6 months.
Stars
117
Forks
33
Language
CSS
License
GPL-3.0
Category
Last pushed
Feb 01, 2024
Commits (30d)
0
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