[Feature Addition]: Web App for Air Quality Prediction

[Shiladityagit]

Pull Request for ML-Crate 💡

Issue Title: [Feature Addition]: Web App for Air Quality Prediction

• Info about the related issue (Aim of the project) : To create a web app for air quality prediction
• Name: Shiladitya Mondal
• GitHub ID: https://github.com/Shiladityagit
• Idenitfy yourself: AI-ML enthusiast

Closes: 596

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

I have run the the model in my local notebook.
I selected the model with best accuracy and exported using pickle.
I have created a separate folder named as the Project Title.
Inside that folder, there are :
Images - To store the required images.
Dataset - To store the dataset or, information/source about the dataset.
Model - To store the machine learning model you've created using the dataset.
Web app - app.py file to run the web app.

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? ⚙️

I have tested the air quality prediction app by running the app on Streamlit and verifying the result by testing different 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]

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

[abhisheks008]

Closing this pull request as it is conflicting with the main branch.