Explore the fundamentals of machine learning with our repository where we delve into the intricacies of clustering and dimensionality reduction. Featuring KMeans++, KMeans, and PCA algorithms implemented from scratch, alongside a KNN classifier, all optimized with vectorization for enhanced performance. Perfect for enthusiasts eager to understand the mechanics behind these powerful ML techniques.
moh-c / ml_from_scratch Goto Github PK
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License: Apache License 2.0