Umap, Machine Learning, AI, Dimensionality Reduction.
while UMAP excels at preserving both global and local structures, is more reproducible, and is efficient for larger datasets. The choice between them depends on the specific goals and nature of your data. source: learndatasci Conclusion In conclusion, dimensionality reduction is a crucial tool in