Repository Reorganization: Improve Structure and Organization

[Savvythelegend]

Current State

The repository currently has several organizational issues:

• Notebooks and files scattered in root directory
• Inconsistent project organization and naming
• Documentation files in various locations
• No standardized project structure

Proposed Changes

1. Create organized directory structure:

   • docs/ - For documentation and guidelines
   • projects/ - For categorized ML projects
   • tutorials/ - For educational content

2. Standardize project organization:

   • Consistent naming conventions
   • Standard project structure
   • Proper documentation templates

3. Improve documentation:

   • Move documentation to docs/
   • Create project templates
   • Add contribution guidelines

Benefits

• Better navigation and discoverability
• Easier for new contributors
• Consistent project structure
• Improved maintenance

Tasks

• Create basic directory structure
• Move documentation files to appropriate locations
• Create project templates
• Update main README
• Add .gitignore

Discussion

Please share your thoughts on:

1. The proposed directory structure
2. Project categorization approach
3. Documentation organization
4. Additional improvements needed

This is part of our effort to make the repository more organized and contributor-friendly.

[github-actions]

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

Note: I Maintain the repo issue twice a day, or ideally 1 day, If your issue goes stale for more than one day you can tag and comment on this same issue.

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.
We are here to help you on this journey of opensource, any help feel free to tag me or book an appointment.

[Savvythelegend]

@sanjay-kv Hi! Could you please:

1. Add the "hacktoberfest-accepted" label to this issue and PR (like issue refactor: reorganize repository structure into projects/ and docs/ di… #1672 has)
2. Review the repository reorganization changes I've implemented, which include:
   • Created dedicated docs/ directory for documentation with proper asset organization
   • Structured projects/ directory with clear categorization of ML projects
   • Added proper .gitignore for ML/Python projects
   • Improved overall repository structure and maintainability

Looking forward to your review and feedback! Thanks! 🎃