JEE Mains 2020 College Predictor

The website : https://collegepredictor.ml/

This predictor uses the dataset provided by JoSAA to predict the colleges an engineering aspirant may get. If no rank is provided, the app predicts the rank using Linear Regression.

Technology Stack

• Python
• HTML
• CSS
• Bootstrap
• Jinja
• Flask
• ML Libraries: numpy, pandas, sk-learn, matplotlib

Dataset

Joint Seat Allocation Authority (JoSAA) 2020

For Local Use:

• Clone this Github repository.
• Open a CLI and navigate to this repo on your local system.
• Run pip3 install -r requirements.txt to grab all the necessary packages.
• If you are using virtual environment for the first time then copy the following code:

virtualenv venv -p C:/Users/username/AppData/Local/Programs/Python/Python38/python.exe

.\venv\Scripts\activate

set FLASK_APP=run.py
set FLASK_ENV=development

flask run

Where username is the current user.

Run Using Docker:

docker-compose up --build

Todo

• Mobile Optimization
• Having more features in dataset
• SEO Friendly

License

This project is licensed under MIT License.

Pull requests are more than welcome!