{"repo":"nityansuman/marvin","free":true,"listed":false,"github":"https://github.com/nityansuman/marvin","clone":"git clone https://github.com/nityansuman/marvin.git","description":"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.","language":"CSS","stars":120,"topics":["flask-application","final-year-project","examination-system","machine-learning","natural-language-processing","text-similarity","nltk","examination","python","flask"],"license":"GPL-3.0","category":"machine-learning","readme_excerpt":"MARVIN - AI Examination System Conducting examination and answer sheet evaluation are hectic testing tools for assessing academic achievement, integration of ideas and ability to recall, but are expensive, resource and time consuming to generate question and evaluate response manually. Manual evaluating of answer sheet takes up a significant amount of instructors' valuable time and hence is an expensive process. Also different security concerns regarding paper leakage is one of the other challenges to conquer. This project aims to build an automated examination system using machine learning, natural language toolkit (NLTK), python environment, flask framework, and web technologies to provide an inexpensive alternative to the current examination system. We implement a model to automatically generate questions with their respective answers and assess user responses. Getting Started Download or clone the project from github: Create a project environment (Anaconda recommended): Install NLTK prerequisites: Run project: Login Board Result Board Support If you like the work I do, show your appreciation by 'FORK', 'STAR' and 'SHARE'.","default_branch":null,"files":null,"tree":[],"storefront":"/r/nityansuman","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/nityansuman/marvin/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}