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marvin

(★ 121)

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.

파일 탐색기

최종 버전 다운로드 (.zip)

- dbms.txt
- ml.txt
- software-testing.txt
- placeholder
- - form.html
  - index.html
  - objective_test.html
  - output.html
  - subjective_test.html
- __init__.py
- objective.py
- subjective.py
- utils.py
- views.py
.gitignore
__init__.py
LICENSE
README.md
REQUIREMENTS.txt
runserver.py

# 설치 가이드

1. 코드 내려받기

git clone https://github.com/nityansuman/marvin

깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.

cd marvin

방금 내려받은 프로젝트 폴더 안으로 이동합니다.

2. Python

쉬움 추천

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Python 3 설치 시 'Add Python to PATH' 옵션을 꼭 체크하세요 (Windows).

pip install -r REQUIREMENTS.txt

requirements.txt 등에 명시된 파이썬 라이브러리를 설치합니다.

python <실행할 파일명>.py # README에서 정확한 실행 파일명을 확인하세요

파이썬 스크립트(또는 모듈)를 실행합니다.

✅ 에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.

// repository documentation

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# 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.

![Homepage](https://raw.githubusercontent.com/nityansuman/marvin/master/src/static/images/homepage.png)

## Getting Started

Download or clone the project from github:
```
$ git clone https://github.com/nityansuman/marvin.git
```

Create a project environment (Anaconda recommended):
```
$ conda create --name envname python
$ conda activate envname
```

Install NLTK prerequisites:
```
$ python

>>> import nltk
>>> nltk.download("all")
>>> exit() # after download is complete, exit python
```

Run project:
```
$ cd marvin
$ python runserver.py
```

**Login Board**
![Login Board](https://raw.githubusercontent.com/nityansuman/marvin/master/src/static/images/pic2.jpg)

**Result Board**
![Result Board](https://raw.githubusercontent.com/nityansuman/marvin/master/src/static/images/pic5.png)

## Support

If you like the work I do, show your appreciation by 'FORK', 'STAR' and 'SHARE'.

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