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Projects in Awesome Lists by davisidarta

A curated list of projects in awesome lists by davisidarta .

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https://github.com/davisidarta/topometry

Systematically learn and evaluate manifolds from high-dimensional data

clustering data-science data-visualization dimensionality-reduction graph graph-layout hypothesis-generation laplace-beltrami machine-learning manifold-learning scikit-learn single-cell visualization

Last synced: 02 Aug 2024

https://github.com/davisidarta/dbMAP

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.

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

Last synced: 05 Aug 2024