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Contains gradient descent code written from scratch along with some intuitive visualisations for better clarity of GD concept

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Suman196pokhrel/Gradient_Descent_InDepth

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Gradient_Descent_InDepth

The repo mainly contains python code written in jupyter-notebook environment for Gradient-Descent Algorithm

  • For the purpose of clarity here the GD has been used on a Simple linear regression algo for finding the slope and intercept
  • Library used for implementing ML algorithms is sklearn
  • Visualizations and animations are all made using matplotlib

A simple Gradient-Descent algo in action can look like this :

GD in action for Simple linear regression

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Contains gradient descent code written from scratch along with some intuitive visualisations for better clarity of GD concept

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