2 open source projects by davisidarta

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 data intrinsic structure to your clustering and data visualization workflow.

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python visualization machine-learning dimensionality-reduction nearest-neighbors single-cell graph-layout umap diffusion-process denoising high-dimensional

2. topometry

A comprehensive dimensional reduction framework to recover the latent topology from high-dimensional data.

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python visualization data-science machine-learning clustering graphs scikit-learn data-visualization information-visualization dimensionality-reduction topology-visualiztion dimension-reduction topological-data-analysis knowledge-representation topology-optimization single-cell-genomics single-cell-analysis single-cell-omics data-topology

1-2 of 2 user projects