Introduction | Styling plots with base graphics | Styling with cascading style sheets | Additional features | Summary | Appendix

Introduction | Overview | Creating a projection | Projecting new data | Tuning | Configuration objects | Additional arguments | Input types | Stability and reproducibility | Initial embedding | Prediction | Implementations | Appendix

Introduction | Usage | Tuning umap-learn | Discussion | Verifying arguments | Versions | Custom constructors | Appendix

Introduction | Methods | Toy example | Using ksharp | Sharpening heuristics | Examples | Two overlapping clusters | Non-overlapping, non-spherical clusters | Non-convex groups | Noise points | Discussion | References | Appendix | Implementation notes | Session info