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：本文着重探讨了UMAP与信息几何基本原理之间的若干联系。UMAP最初源于范畴论的观察结果，但我们认为其同样具有自然的几何解释。