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The latest version of umap-learn is now out. Version 0.5 includes some major new features, including ParametricUMAP, DensMAP, AlignedUMAP, model composition, and model updating. Thank you to everyone who contributed! 1/14
A great introduction to HDBSCAN and density based clustering: https://t.co/Dj9qsDJvxz
An updated and significantly expanded version of our UMAP paper is now on arXiv: https://t.co/bq4WuzuXvB
More explanation, algorithm descriptions, and more experiments looking at stability, and working directly on high dimensional data -- as high as 1.8 million dimensional data!
Our paper on UMAP, a faster alternative to t-SNE, is now up on arXiv! The paper provides a more detailed account of the theoretical underpinnings of the algorithm, as well as performance benchmarks. https://t.co/bq4WuzuXvB