[Feature Addition]: Web App for Vehicle Live Risk Prediction

[shivansh-2003]

Pull Request for ML-Crate 💡

Issue Title:[Feature Addition]: Web App for Vehicle Live Risk Prediction #602

• Info about the related issue (Aim of the project) : 'The aim is to create a web app for the Vehicle Live Risk Prediction project.
• Name: Shivansh Mahajan
• GitHub ID: https://github.com/shivansh-2003
• Idenitfy yourself: Data Scientist

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

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

1. I have updated xgboost.py file
2. I have created Web app directory
3. I have created app.py and readme.md
4. I have also created pickle file in model folder and Readme.md file
5. I have updated README.md
6. I also created REadme.md file in dataset folder

Give a clear description of what have you added or modifications made

Type of change ☑️

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 I have tested the vehicle live risk prediction app by running the app on Streamlit and verifying the result by testing various inputs .

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[bot]]

Our team will soon review your PR. Thanks @shivansh-2003 :)

[abhisheks008]

Create a single file for the models implemented, do not use so many files for every models you have implemented. @shivansh-2003

[shivansh-2003]

sir i have deleted the extra models file and only kept xgboost file and if any other changes required please let me know

[shivansh-2003]

I have modified the existing xgboost file with visualization and model training and pickle file creation

[shivansh-2003]

All the requested changes have been catered . Video demonstration is uploaded in web app folder and link is also provided in readme file . I have restored all the extra model files that i have deleted and renamed all readme file . Deleted .ds/store file.

[shivansh-2003]

I have completed all issues except of video embed feature because a/q to your instruction embed is not created by copying local file video

[abhisheks008]

I have completed all issues except of video embed feature because a/q to your instruction embed is not created by copying local file video

Just drag and drop the video file from your local system to the README while editing it.

[shivansh-2003]

Just drag and drop the video file from your local system to the README while editing it. Done sir

[shivansh-2003]

sir i have completed all the requested task

[abhisheks008]

Please share your email address for further communication. @shivansh-2003

[abhisheks008]

Please share your email address for further communication. @shivansh-2003

Share it ASAP.

[shivansh-2003]

shivansh.m2003@gmail.com