Loan Payment Prediction Project

[aviralgarg05]

Pull Request for ML-Crate 💡

Issue Title: Loan Repayment Prediction Project #692

• Info about the related issue (Aim of the project) : Predict Repayment of Loan
• Name: Aviral Garg
• Email ID for further communication: [email protected]
• GitHub ID: aviralgarg05
• Idenitfy yourself: SSOC Contributor

Closes: #issue number that will be closed through this PR #692

Describe the add-ons or changes you've made 📃

Give a clear description of what have you added or modifications made ML Algorithms to predict the repayment with greate accuracy

Type of change ☑️

NA What sort of change have you made:

• [x] Bug fix (non-breaking change which fixes an issue)
• [x] New feature (non-breaking change which adds functionality)
• [x] Code style update (formatting, local variables)
• [x] Breaking change (fix or feature that would cause existing functionality to not work as expected)
• [x] This change requires a documentation update

How Has This Been Tested? ⚙️

Describe how it has been tested- Tested using the previous data Describe how have you verified the changes made- Using other models based on credit score

Checklist: ☑️

• [x] My code follows the guidelines of this project.
• [x] I have performed a self-review of my own code.
• [x] I have commented my code, particularly wherever it was hard to understand.
• [x] I have made corresponding changes to the documentation.
• [x] My changes generate no new warnings.
• [x] I have added things that prove my fix is effective or that my feature works.
• [x] Any dependent changes have been merged and published in downstream modules.

[github-actions[bot]]

Our team will soon review your PR. Thanks @aviralgarg05 :)

[aviralgarg05]

Please follow the project structure and update the files. @aviralgarg05

What changes in the project structure?

[abhisheks008]

Project folder should be like this,

Loan Re-payment Prediction
|- Dataset
   |- dataset.csv
|- Images
   |- img1.png
   |- img2.png
   |- img3.png
   .  .
   .  .
   .  .
   |- img10.png
|- Model
   |- loan_repayment_prediction.ipynb
|- README.md
|- requirements.txt

[aviralgarg05]

Kindly check for all the required changes that are done.