{"id":20027661,"url":"https://github.com/fabriziomusacchio/gradient_descent","last_synced_at":"2026-05-04T00:34:29.813Z","repository":{"id":180734556,"uuid":"665622985","full_name":"FabrizioMusacchio/Gradient_Descent","owner":"FabrizioMusacchio","description":"This repository contains the code for the blog post on Understanding gradient descent in machine learning. 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For further details, please refer to this  post.\n\nYou can run the notebooks in *Google Colab* or *Binder* by clicking on one of the buttons below:\n\n\nOne parameter problem:\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/FabrizioMusacchio/gradient_descent/blob/master/gradient_descent_demo_1D.ipynb)   [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/FabrizioMusacchio/Gradient_Descent/HEAD?labpath=gradient_descent_demo_1D.ipynb)\n\nTwo parameter problem:\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/FabrizioMusacchio/gradient_descent/blob/master/gradient_descent_demo_2D.ipynb)   [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/FabrizioMusacchio/Gradient_Descent/HEAD?labpath=gradient_descent_demo_2D.ipynb)\n\n\nFor reproducibility:\n\n```powershell\nconda create -n gradient_descent -y python=3.9\nconda activate gradient_descent\nconda install -y mamba\nmamba install -y ipykernel numpy matplotlib ipywidgets notebook\n```\n\n## Acknowledgement\nThe main code is based on the blog post [\"Visualizing the gradient descent method\"](https://scipython.com/blog/visualizing-the-gradient-descent-method/) from [*scipython.com*](https://scipython.com).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffabriziomusacchio%2Fgradient_descent","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffabriziomusacchio%2Fgradient_descent","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffabriziomusacchio%2Fgradient_descent/lists"}