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umap-learn
umap-learn
PulseAugur coverage of umap-learn — every cluster mentioning umap-learn across labs, papers, and developer communities, ranked by signal.
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ibUMAP offers faster, more stable UMAP embeddings
Researchers have developed ibUMAP, a new method for optimizing Uniform Manifold Approximation and Projection (UMAP) embeddings. Unlike traditional UMAP which uses stochastic negative sampling, ibUMAP employs a coherent …
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Tutorial builds semantic search for math problems from arXiv
This tutorial details the creation of a semantic search engine and an open-status classifier using the ResearchMath-14k dataset, which comprises mathematical problems sourced from arXiv. The process involves loading and…