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homemade-machine-learning
trekhleb/homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
★24.7kstars
Jupyter Notebook
MIT
Updated: Today
📋 Project at a Glance
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What's this?A open-source Learning & Resources project, built with Jupyter Notebook, focusing on algorithm and jupyter
Who made it?Maintained by trekhleb team, 24.7K⭐ on GitHub, #108 out of 3640 in Learning & Resources
Why does it exist?As the Learning & Resources landscape evolved, the trekhleb team identified the need for better algorithm solutions. homemade-machine-learning was created to simplify jupyter workflows.
What can it do?Key use cases: jupyter-notebook, machine-learning, machine-learning-algorithms
How to install with AI?Use an AI coding assistant to follow the README and automatically handle the install and environment setup.
🔗 github.com/trekhleb/homemade-machine-learning
🔗 github.com/trekhleb/homemade-machine-learning
Topics
algorithmjupyterjupyter-notebookmachine-learningmachine-learning-algorithmsmachinelearningpython