machine-learning-from-scratch topic

List machine-learning-from-scratch repositories

ML-From-Scratch

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Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learnin...

Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

ScratchAI

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This repository is dedicated to building ML & DL algorithms from scratch

Machine-Learning-from-Scratch

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🤖 Python implementations of some of the fundamental Machine Learning models and algorithms from scratch with interactive Jupyter demos and math being explained.

pytortto

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deep learning from scratch. uses numpy/cupy, trains in GPU, follows pytorch API