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.

Date Created 2019-12-13 (4 years ago)

Commits 467 (last one 3 years ago)

Stargazers 46 (0 this week)

Watchers 2 (0 this week)

Forks 4

License gpl-2.0

Ranking

RepositoryStats indexes 534,551 repositories, of these davisidarta/dbMAP is ranked #450,009 (16th percentile) for total stargazers, and #448,591 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #84,139/103,470.

davisidarta/dbMAP is also tagged with popular topics, for these it's ranked: machine-learning (#6,485/7371), visualization (#1,352/1472)

Other Information

davisidarta/dbMAP has Github issues enabled, there are 3 open issues and 1 closed issue.

There have been 2 releases, the latest one was published on 2020-07-04 (3 years ago) with the name dbMAP 1.1.1.

Homepage URL: https://dbmap.readthedocs.io/en/latest/

All Topics

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

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The only known language in this repository is Python

updated: 2024-05-24 @ 12:13am, id: 227765123 / R_kgDODZNrgw