Sleep Health and Lifestyle Dataset Analysis

[Sgvkamalakar]

Pull Request for ML-Crate 💡

Issue Title: Sleep Health and Lifestyle Dataset Analysis

• Info about the related issue (Aim of the project): This project aims to predict sleep disorders based on various health metrics and lifestyle factors.

• Name: S G V Kamalakar

• GitHub ID: Sgvkamalakar

• Identify yourself: SSOC S3

Closes: #512

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

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

Type of change ☑️

What sort of change have you made:

• New feature (non-breaking change which adds functionality)

How Has This Been Tested? ⚙️

Describe how it has been tested

Describe how have you verified the changes made

Conducted a thorough code review to ensure the changes aligned with the project goals and coding standards. You can run the notebook

Models performance comparison

Streamlit App - Sleep Disorder Prediction page

Streamlit App - EDA and Visualization page

Checklist: ☑️

• My code follows the guidelines of this project.
• I have performed a self-review of my code.
• I have commented on 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 @Sgvkamalakar :)

[abhisheks008]

Approved @Sgvkamalakar

[Sgvkamalakar]

Thanks @abhisheks008 🎉

[abhisheks008]

Hi @Sgvkamalakar please share your email address for further communications.

[Sgvkamalakar]

Hi @Sgvkamalakar please share your email address for further communications.

sgvkamalakar@gmail.com