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，我们揭示了UMAP与信息几何基本原理之间的一些联系。最初，UMAP是从范畴论的观察推导而来的。然而，我们认为它也拥有自然的几何解释。