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User Guide / Tutorial:

  • How to Use UMAP
  • Basic UMAP Parameters
  • Transforming New Data with UMAP
  • UMAP for Supervised Dimension Reduction and Metric Learning
  • Using UMAP for Clustering
  • Gallery of Examples of UMAP usage
  • Frequently Asked Questions

Background on UMAP:

  • How UMAP Works
  • Performance Comparison of Dimension Reduction Implementations

API Reference:

  • UMAP API Guide
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  • Edit on GitHub

© Copyright 2018, Leland McInnes Revision 43ef61a6.

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