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@ak-0283 ak-0283 commented Oct 20, 2025

Related Issue

[Cite any related issue(s) this pull request addresses. If none, simply state "None”]

Finishing the issue #4870

Description

This pull request introduces a new Machine Learning project to the repository — a 💤 Sleep Analysis & Prediction System. The system leverages machine learning to help users understand sleep patterns, detect anomalies, and improve sleep quality through data-driven insights.

The project includes:

🛏️ Sleep Pattern Analysis: Analyze sleep duration, cycles, and trends over time.
🤖 Predictive Modeling: Predict sleep quality or potential disorders based on input features.
📊 Data Visualization: Visual graphs and charts showcasing sleep patterns, trends, and correlations.
🖥️ Interactive Interface: Simple, user-friendly interface for inputting sleep data and viewing predictions.
🌙 Personal Insights: Provides actionable recommendations to improve sleep habits.

Type of PR

  • Feature enhancement
  • Documentation update

Screenshots / Videos (if applicable)

After

Screenshot 2025-10-19 210324

Before

Screenshot 2025-10-20 122803

Checklist

  • I have performed a self-review of my code.
  • I have read and followed the Contribution Guidelines.
  • I have tested the changes thoroughly before submitting this pull request.
  • I have provided relevant issue numbers, screenshots, and videos after making the changes.
  • I have commented my code, particularly in hard-to-understand areas.
  • I have followed the code style guidelines of this project.
  • I have checked for any existing open issues that my pull request may address.
  • I have ensured that my changes do not break any existing functionality.
  • Each contributor is allowed to create a maximum of 4 issues per day. This helps us manage and address issues efficiently.
  • I have read the resources for guidance listed below.
  • I have followed security best practices in my code changes.

Additional Context

This marks the successful addition of the first ML-based project to the repository, expanding the project scope beyond documentation and front-end development. The Crop Recommendation System demonstrates how machine learning can be applied effectively in agriculture to improve productivity and decision-making.

Resources for Guidance

Resources for DSA Features on Our Site:

Contribution Level

This contribution qualifies as a Level 2 task, as it introduces a new, working ML feature to the project with documentation and testing.

Contribution Guidelines Summary

This project adheres to Code Harbor Hub’s structured contribution levels, and this PR represents a Feature Enhancement with educational and practical value for contributors and learners alike.

Thank you for reviewing my submission!

@ak-0283 ak-0283 requested a review from ajay-dhangar as a code owner October 20, 2025 07:04
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Great job, @ak-0283! 🎉 Thank you for submitting your pull request to CodeHarborHub. We appreciate your contribution and enthusiasm! Our team will review it soon. If you have any questions or need further assistance, feel free to reach out. Thanks for contributing!

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deepsource-io bot commented Oct 20, 2025

Here's the code health analysis summary for commits e27a2a0..dc353b4. View details on DeepSource ↗.

Analysis Summary

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DeepSource JavaScript LogoJavaScript✅ SuccessView Check ↗

💡 If you’re a repository administrator, you can configure the quality gates from the settings.

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⚡️ Lighthouse Report for the Deploy Preview of this PR 🚀

🔗 Site: CodeHarborHub | Live Site

URL 🌐 Performance Accessibility Best Practices SEO 📊
/ 🔴 31 🟡 81 🟡 75 🟢 100 📄
/docs 🟡 53 🟢 92 🟡 75 🟢 100 📄
/courses 🟡 56 🟢 92 🟢 96 🟢 100 📄
/showcase 🟡 56 🟢 91 🟡 75 🟡 86 📄
/community 🟡 56 🟢 92 🟢 96 🟢 100 📄

@ajay-dhangar ajay-dhangar linked an issue Oct 20, 2025 that may be closed by this pull request
@ajay-dhangar ajay-dhangar added Showcase Addition Request Request to add this project to the showcase. hacktoberfest-accepted PRs accepted for Hacktoberfest 2024. Ensures contributions are counted towards the official Hackt... labels Oct 20, 2025
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Done. Please address another issue; we only accept 1-2 showcase projects per contributor.

@ajay-dhangar ajay-dhangar merged commit eb9d6d2 into codeharborhub:main Oct 20, 2025
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@Tejaji-0 Tejaji-0 mentioned this pull request Oct 26, 2025
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hacktoberfest-accepted PRs accepted for Hacktoberfest 2024. Ensures contributions are counted towards the official Hackt... Showcase Addition Request Request to add this project to the showcase.

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✨ Add More ML Projects to the Showcase Section

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