This is a Loan Approval Web application utilizing Machine Learning and the Django Framework, now deployed on Heroku. This system inputs the informations from the user and based on this information deep learning model runs the input which predics whether the user is capable of getting loan or not.
The information that user needs to provide are:
- First Name
- Last Name
- Dependents : Enter the number of Dependents
- Applicant Income (Monthly) : Enter monthly gross income
- Co-Applicant Income : Enter co-applicant Monthly Gross Income
- Loan Amount : Enter Requested Loan Amount
- Loan Amount Term : Loan Terms in Months
- Credit History : Ranging from 0 to 4
- Gender
- Marrital Status
- Education
- Self Employed : Yes or No
- Property area : Property in Rural, Urban or Semiurban
This is an example of how you may give instructions on setting up your project locally. To get a local copy up and running follow these simple example steps.
- Clone the repo
git clone https://github.com/Ayushma00/Project-Name.git
- Create a virtual environment (here the environment name is env) and activate it
python -m venv env
- Install requirments/ packages
pip install -r requirements.txt
- Enter your SECRET_KEY in
.envSECRET_KEY = 'ENTER YOUR KEY'
python manage.py runserverLoan_Approval_Application_Demo.mp4
Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are greatly appreciated.
If you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue with the tag "enhancement". Don't forget to give the project a star! Thanks again!
- Fork the Project
- Create your Feature Branch (
git checkout -b feature/AmazingFeature) - Commit your Changes (
git commit -m 'Add some AmazingFeature') - Push to the Branch (
git push origin feature/AmazingFeature) - Open a Pull Request