Generate high-dimensional ellipsoids with bounded condition number, and visualize 2D ellipses using Matplotlib.

Topological space is an analogue of graphs in characterizing connectivity. It is also the most general space to define continuity and convergence.

A very first example in machine learning theory.

The pipeline for some of the articles in this blog is: LaTeX HTML Markdown.

The soft-margin SVM problem (-SVM) is equivalent to the reduced polytope distance problem.

The hard-margin (classic) SVM problem is equivalent to polytope distance.