JEE Mains 2020 College Predictor
The website : www.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.
Todo
- Mobile Optimization
- Having more features in dataset
- SEO Friendly
License
This project is licensed under MIT License.
Pull requests are more than welcome!