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[Feature Addition]: User-driven interface for an existing ML model #660

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merged 17 commits into from
Jun 20, 2024

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imksprateek
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@imksprateek imksprateek commented Jun 17, 2024

Pull Request for ML-Crate 💡

Issue Title: Creating a User driven Web App for Body Fat Prediction (issue: #645 )

Closes: #645

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

  • Used Pickle to dump the model
  • Built a Flask based Web App for Body Fat Prediction model
  • Added requirements.txt file for installation of dependencies
  • Tested the app thoroughly
  • Updated the Documentation for the entire project with clear instructions, also considering the contributions of previous contributors

Type of change ☑️

What sort of change have you made:

  • Bug fix (non-breaking change which fixes an issue)
  • [x ] New feature (non-breaking change which adds functionality)
  • [ x] 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 created a detailed Documentation for the entire project along with changes I've made in README.md of project's root directory and I have personally tested it by running all the commands specified in the file. The images of Web App's working along with instructions are included in the project's documentation

Checklist: ☑️

  • [x ] My code follows the guidelines of this project.
  • [ x] I have performed a self-review of my own code.
  • [ x] I have commented my code, particularly wherever it was hard to understand.
  • [ x] I have made corresponding changes to the documentation.
  • [ x] My changes generate no new warnings.
  • [ x] 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.

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

@imksprateek imksprateek changed the title Built a user-driven interface for an existing ML model [Feature Addition] Built a user-driven interface for an existing ML model Jun 17, 2024
@imksprateek imksprateek changed the title [Feature Addition] Built a user-driven interface for an existing ML model [Feature Addition]: User-driven interface for an existing ML model Jun 17, 2024
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@abhisheks008 abhisheks008 left a comment

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Please remove the .idea folder.

In the Web app folder, add the video demonstration of the web app and create a README file as per the given template. Attach the video in the README so that users can have a look at the video.

Web App README template, https://github.com/abhisheks008/ML-Crate/blob/main/.github/web-app-readme-template.md

@imksprateek
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@abhisheks008 I have made the requested changes with a few UI enhancements

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Looks good to me. Approved @imksprateek

@abhisheks008 abhisheks008 added Approved ✅ This PR is approved by the PR or, Mentors. Intermediate Points 30 - SSOC 2024 SSOC labels Jun 20, 2024
@abhisheks008 abhisheks008 merged commit 2fd66ad into abhisheks008:main Jun 20, 2024
@abhisheks008 abhisheks008 added the Points Added 🎉 This issue's points has been added to the leaderboard. label Jun 21, 2024
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Creating a User driven Web App for Body Fat Prediction
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