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[FEATURE REQUEST] Numerical and Categorical Pre-processing Algorithms #43

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Closes: #18 [FEATURE REQUEST] Numerical and Categorical Pre-processing

  • Title : Numerical and Categorical Pre-processing
  • Name: Chinmaya Tewari
  • Idenitfy yourself: SSOC Contributor

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

  1. Python Scripts for Numerical Pre-processing algorithms : Standard Sccaler, Min Max Scaler
  2. Python Scripts for Categorical Pre-processing algorithms : Ordinal Encoder

Type of change ☑️

What sort of change have you made:

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • 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? ⚙️

Checklist: ☑️

  • My code follows the Contributing Guidelines & Code of Conduct of this project.
  • This PR does not contain plagiarized content.
  • I have performed a self-review of my own code.
  • I have commented my code, particularly wherever it was hard to understand.
  • My changes generate no new warnings.

Screenshots 📷

Screenshot 2024-06-15 151840

Note to reviewers 📄

Changes requested in my last PR done

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Thank you for submitting your pull request! We'll review it as soon as possible. For further communication, join our discord server https://discord.gg/tSqtvHUJzE.

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[FEATURE REQUEST] Adding Pre-Processing Techniques for numerical as well as categorical features
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