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We give a detailed description of the UMAP algorithm in Chap. 5 . In this section, we only want to describe briefly why and how the deep mathematical insights into the UMAP algorithm developed in subsequent chapters enable us to make experimental choices and to systematically test them.

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Illustrating UMAP on Some Simple Data Sets

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  • 出版模式：

    开放获取

  • 发表日期：

    2025年

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  • Lukas Silvester Barth,
  • Hannaneh Fahimi,
  • Parvaneh Joharinad,
  • Jürgen Jost,
  • Janis Keck

摘要

We give a detailed description of the UMAP algorithm in Chap. 5 . In this section, we only want to describe briefly why and how the deep mathematical insights into the UMAP algorithm developed in subsequent chapters enable us to make experimental choices and to systematically test them.