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Umap Articles

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local mlx speedups

3/2/2026 • EN

local mlx speedups

Exploring the UMAP-MLX project, which achieves up to 46x speedups for UMAP using Apple's MLX, with performance benchmarks.

Apple Silicon Machine Learning Mlx performance optimization Umap

Vincent Warmerdam

Dimensionality Reduction, Animated

9/10/2024 • EN

Dimensionality Reduction, Animated

An animated exploration of UMAP, a state-of-the-art dimensionality reduction algorithm, applied to the classic MNIST dataset of handwritten digits.

data visualization dimensionality reduction Machine Learning Mnist Umap

Jeroen Janssens