In this note we highlight some connections of UMAP to the basic principles of Information Geometry. Originally, UMAP was derived from Category Theory observations. However, we posit that it also has a natural geometric interpretation.

翻译：在本笔记中，我们重点阐述了UMAP与信息几何学基本原理的一些联系。UMAP最初源于范畴论的观察。然而，我们认为它也具有一种自然的几何解释。