David Sidarta Oliveira

icon indicating a website link https://www.dpag.ox.ac.uk/team/davi-oliveira icon indicating an email [email protected]

icon company University of Oxford icon location UK icon location Machine learning on high-dimensional data. Single-cell biology. Neuroimmunemetabolism. Postdoc at Ana Domingos' lab.

Results 3 repositories owned by David Sidarta Oliveira

topometry

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Systematically learn and evaluate manifolds from high-dimensional data

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dbMAP

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A fast, accurate, and modularized dimensionality reduction approach based on diffusion harmonics and graph layouts. Escalates to millions of samples on a personal laptop. Adds high-dimensional big dat...

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fastlapmap

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Fast Laplacian Eigenmaps: lightweight multicore LE for non-linear dimensional reduction with minimal memory usage. Outperforms sklearn's implementation and escalates linearly beyond 10e6 samples.

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