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💡[Feature]: Add gradient descent algorithms #1604

@sindhuja184

Description

@sindhuja184

Is there an existing issue for this?

  • I have searched the existing issues

Feature Description

I want to add the types of gradient descent algorithms namely,

  1. Batch Gradient Descent
  2. Stochastic Gradient Descent
  3. Mini- Batch Gradient Descent

Use Case

  1. Training Neural Networks
  2. Linear and Logistic regression

Benefits

Can be applied on large datasets

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High

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  • I have read the Contributing Guidelines
  • I'm a GSSOC'24 contributor
  • I want to work on this issue

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