Data Science, Python, Machine Learning, Dimensionality Reduction.
specified the random_state parameter to ensure reproducibility. By examining the scatter plot, we can see that UMAP captured the local structure successfully. Similarly to t-SNE, it can be useful to experiment with different hyperparameter values and compare the results. Conclusion In this article,