Loan Repayment 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: gargaviral99@gmail.com
• 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:

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Code style update (formatting, local variables)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• 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: ☑️

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

[github-actions]

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

[abhisheks008]

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

[abhisheks008]

1. Create a folder as Images and put the all the project generated images inside that folder.
2. The name of the project folder should be same as the issue name.
3. Inside the README, it's better to create a table and put the all the accuracy checking parameters of the deployed models so that others can understand the logic of selecting the best fitted model among all the deployed models.

@aviralgarg05

[abhisheks008]

Hi @aviralgarg05 looks good to me. Approved ✅