Dimensionality Reduction Techniques

Hex has evolved its data analysis capabilities by introducing and detailing dimensionality reduction techniques. This post provides an introduction to the concept, explaining what dimensions are, the challenges posed by the curse of dimensionality, and the distinction between linear and non-linear reduction methods. It serves as a foundational piece for understanding how to simplify complex datasets while preserving essential information, with a companion post offering practical implementation details.