mlx-learn brings GPU-accelerated classical ML to Apple silicon with scikit-learn API

RichmanRonald · x · 2026-11-03

tabulai released mlx-learn, an open-source library bringing GPU-accelerated classical machine learning to Apple silicon via MLX and native Metal kernels. It supports logistic regression, nearest neighbors, and exact SVM classification with a familiar scikit-learn API, making it easy to run traditional ML locally on Macs.

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