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What is UMAP Dimensionality Reduction on MNIST about?

The document outlines the application of UMAP for dimensionality reduction on the MNIST dataset, detailing the libraries and data used. It includes code snippets for loading the data, visualizing handwritten digits, and creating a 3D scatter plot of the reduced dimensions. The UMAP configuration and transformation process is also described, resulting in a new data shape suitable for visualization.

Author

Vivek Gupta

Language

EN