Gallery of Examples of UMAP usage¶

A small gallery collection examples of UMAP usage. Do you have an interesting UMAP plot that uses publicly available data? Submit a pull request to have it added as an example!

../_images/sphx_glr_plot_mnist_example_thumb.png

UMAP on the MNIST Digits dataset

../_images/sphx_glr_mnist_transform_new_data_thumb.png

UMAP on the MNIST Digits dataset

../_images/sphx_glr_plot_feature_extraction_classification_thumb.png

UMAP as a Feature Extraction Technique for Classification

../_images/sphx_glr_plot_fashion-mnist_example_thumb.png

UMAP on the Fashion MNIST Digits dataset using Datashader

../_images/sphx_glr_plot_algorithm_comparison_thumb.png

Comparison of Dimension Reduction Techniques

Gallery generated by Sphinx-Gallery