Dimensionality Reduction

  • given the increasingly available powerful compute, working with higher amount of dimensions is that big of an issue as it used to be initially
  • mostly used for data visualization purposes these days and for more traditional shallow methods

1. Algorithms

1.2. Uniform Manifold Approximation and Projection (UMAP)

Tags::math: