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Create SDG.md #1380

Merged
merged 3 commits into from
Oct 31, 2024
Merged

Create SDG.md #1380

merged 3 commits into from
Oct 31, 2024

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ananyag309
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@ananyag309 ananyag309 commented Oct 27, 2024

📥 Pull Request

Description

added SGD

Fixes #1368

Type of change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • Documentation update

Checklist:

  • My code follows the style guidelines of this project
  • I have performed a self-review of my code
  • I have commented my code, particularly in hard-to-understand areas
  • I have added tests that prove my fix is effective or that my feature works
  • New and existing unit tests pass locally with my changes
  • Any dependent changes have been merged and published in downstream modules

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🎉 Great job, @ananyag309! Thank you for submitting your pull request. We appreciate your contribution, and our team will review it shortly.

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github-actions bot commented Oct 27, 2024

⚡️ Lighthouse Report for the Deploy Preview of this PR 🚀

🔗 Site: Algo | Live Site

URL 🌐 Performance Accessibility Best Practices SEO 📊
/algo/ 🔴 40 🟢 96 🟡 75 🟡 86 📄
/algo/docs 🔴 43 🟢 96 🟡 75 🟢 100 📄
/algo/blog 🟡 67 🟢 92 🟢 96 🟡 86 📄

@ananyag309
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@ajay-dhangar please merge it

@ajay-dhangar ajay-dhangar added gssoc-ext Contributions made as part of GirlScript Summer of Code Extended Edition. level1 GirlScript Summer of Code | Contributor's Levels labels Oct 29, 2024
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@ajay-dhangar ajay-dhangar left a comment

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You need write code based on our format

Comment on lines 1 to 5


# Stochastic Gradient Descent (SGD)

Stochastic Gradient Descent (SGD) is an optimization algorithm used to minimize the loss function in machine learning and deep learning models. Unlike standard gradient descent, which calculates the gradient of the loss function for the entire dataset, SGD updates the model parameters for each training example one at a time, which makes it faster and more suitable for large datasets.
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Please carefully read our contribution guidelines and follow our format

@ananyag309
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@ajay-dhangar please review it once and let me know if any further changes required

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Please update the code based on the suggestions I've provided. Also, for mathematical formulas and equations, you should use $...$ for a single line and $$...$$ for a block.

docs/machine-learning/SDG.md Outdated Show resolved Hide resolved
docs/machine-learning/SDG.md Outdated Show resolved Hide resolved
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@ajay-dhangar is it fine now

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Okay

@ajay-dhangar ajay-dhangar merged commit e288456 into ajay-dhangar:main Oct 31, 2024
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🎉🎉 Thank you for your contribution! Your PR #1380 has been merged! 🎉🎉

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[Idea]: Stochastic Gradient Descent (SGD)
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