flagx.dimred

The flagx.dimred module exposes selected dimensionality reduction classes from umap-learn and scikit-learn.

For documentation, refer to the respective upstream libraries.

Available classes:

  • UMAP (umap-learn)

  • PCA (scikit-learn)

  • MDS (scikit-learn)

  • TSNE (scikit-learn)

  • LocallyLinearEmbedding (scikit-learn)

  • Isomap (scikit-learn)

  • SpectralEmbedding (scikit-learn)