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Added SVD (Singular Value Decomposition) Calculator #1947

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merged 2 commits into from
Dec 27, 2024

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Atharvverma1234
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@Atharvverma1234 Atharvverma1234 commented Dec 27, 2024

Fixes Issue🛠️

Closes #1594

Description👨‍💻

The SVD Calculator simplifies the process of performing Singular Value Decomposition, which is widely used in numerical analysis, machine learning, and data science. Given a square matrix, the tool decomposes it into:

𝑈 : An orthogonal matrix containing the left singular vectors.
S : A diagonal matrix containing the singular values.
V : An orthogonal matrix containing the right singular vectors.

This calculator addresses common issues such as sign ambiguity and ensures the correctness and consistency of results, making it ideal for educational purposes or quick analysis.

Type of Change📄

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

Checklist✅

  • I am an Open Source contributor
  • I have performed a self-review of my code
  • My code follows the style guidelines of this project
  • I have commented on my code, particularly in hard-to-understand areas

Screenshots/GIF📷

Screenshot 2024-12-24 004631

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Hey @Atharvverma1234, Welcome to the project CalcDiverse! 🎊
Thanks for your contribution! Your effort makes this project better. Keep it up! 🙌
Please wait for the PR to be reviewed. Happy Coding!! ✨

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@Rakesh9100 Rakesh9100 changed the title Add Feature: Singular Value Decomposition Calculator Add SVD (Singular Value Decomposition) Calculator Dec 27, 2024
@Rakesh9100 Rakesh9100 changed the title Add SVD (Singular Value Decomposition) Calculator Added SVD (Singular Value Decomposition) Calculator Dec 27, 2024
@Rakesh9100 Rakesh9100 merged commit cf29a87 into Rakesh9100:main Dec 27, 2024
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Congrats, Your pull request has been successfully merged 🥳🎉 Thank you for your contribution to my project 🚀 Keep Contributing!! ✨ @Atharvverma1234

@Rakesh9100 Rakesh9100 added Completed 🥳 PR successfully merged and issue resolved on completion Hard Complex or challenging task KWOC KWOC Open Source Program labels Dec 27, 2024
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[Feature] Add SVD (Singular Value Decomposition) Calculator
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