CitationIf you make use of this software for your work we would appreciate it if you would cite the paper from the Journal of Open Source Software:@article{mcinnes2018umap-software, title={UMAP: Uniform Manifold Approximation and Projection}, author={McInnes, Leland and Healy, John and Saul,...
UMAP uses a double-blind review process. Authors must omit their names and affiliations from their submissions; they should also avoid obvious identifying statements. For instance, citations to the authors’ prior work should be in the third person. Submissions not abiding by anonymity requirements ...
Anonymity. Submissions must be anonymous, given that ACM UMAP uses a double-blind review process. Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. For instance, citations to the authors’ prior work should be made in the third person. Failu...
Uniform Manifold Approximation and Projection (UMAP)是一种降维技术,可用于类似于 t-SNE 的可视化,也可用于一般的非线性降维
Citation If you make use of this software for your work we would appreciate it if you would cite the paper from the Journal of Open Source Software: @article{mcinnes2018umap-software,title={UMAP: Uniform Manifold Approximation and Projection},author={McInnes, Leland and Healy, John and Saul,...
Python 3.6 or greater numpy scipy scikit-learn numba tqdm Recommended packages: pynndescent For plotting matplotlib datashader holoviews for Parametric UMAP tensorflow > 2.0.0 Installing pynndescent can significantly increase performance, and in later versions it will become a hard dependency. ...
2911Citations 300Altmetric Metrics Matters Arisingto this article was published on 01 February 2021 Abstract Advances in single-cell technologies have enabled high-resolution dissection of tissue composition. Several tools for dimensionality reduction are available to analyze the large number of parameters ...
Download citation Received07 June 2019 Accepted29 February 2020 Published24 March 2020 DOIhttps://doi.org/10.1038/s41467-020-15351-4 Share this article Anyone you share the following link with will be able to read this content:Get shareable link Provided by the Springer Nature SharedIt content-...
Download citation Received06 January 2021 Accepted19 April 2021 Published03 May 2021 DOIhttps://doi.org/10.1186/s13059-021-02356-5 Share this article Anyone you share the following link with will be able to read this content:Get shareable link Provided by the Springer Nature SharedIt content-sh...
Anonymity. Submissions must be anonymous, given that ACM UMAP uses a double-blind review process. Authors must omit their names and affiliations from submissions, and avoid obvious identifying statements. For instance, citations to the authors’ prior work should be made in the third person. Failu...