Nature Methods · 2024 · 58 citations · 7 references
ComputingComputer ScienceVisualizationData VisualizationMultivariate VisualizationScientific VisualizationData ReductionDimension ReductionDimensionality ReductionHigh-dimensional Data VisualizationMultivariate Data VisualizationData Reduction For VisualizationDimension Reduction VisualizationDimensionality Reduction For Large DataMultidimensional Data ExplorationT-sne VisualizationUmap Visualization
Dimension reduction helps to visualize high-dimensional datasets. These tools should be used thoughtfully and with tuned parameters. Sometimes, these methods take a second thought.
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