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Unlike many machine learning techniques, t-SNE visualization does not require you to normalize the source data. Source data can be normalized, typically using z-score normalization, or min-max ...
A data visualization tool some four years in the making from Microsoft Research has been open sourced, available for use as an extension for Visual Studio Code or Azure Data Studio.