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User Guide / Tutorial:
How to Use UMAP
Basic UMAP Parameters
Plotting UMAP results
UMAP Reproducibility
Transforming New Data with UMAP
Inverse transforms
UMAP on sparse data
UMAP for Supervised Dimension Reduction and Metric Learning
Using UMAP for Clustering
Outlier detection using UMAP
Embedding to non-Euclidean spaces
Gallery of Examples of UMAP usage
Frequently Asked Questions
Background on UMAP:
How UMAP Works
Performance Comparison of Dimension Reduction Implementations
Examples of UMAP usage
Interactive Visualizations
Exploratory Analysis of Interesting Datasets
Scientific Papers
API Reference:
UMAP API Guide
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