UMAP: Uniform Manifold Approximation and Projection

Work

Year: 2018

Type: article

Abstract: Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction.UMAP ... more

Source: The Journal of Open Source Software

Authors: Leland McInnes, John Healy, Nathaniel Saul, Lukas Großberger

Institutions: Washington State University, Ernst Strüngmann Institute for Neuroscience, Radboud University Nijmegen

Language: English

Cites:

Cited by: 7,578

Related to: 10

FWCI: 388.6

Citation percentile (by year/subfield): 99.99

Topic: Advanced Numerical Analysis Techniques

Subfield: Computational Mechanics

Field: Engineering

Domain: Physical Sciences

Open Access status: diamond