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Package: dbfmcl | ||
Package: scigenex | ||
Type: Package | ||
Title: The DBFMCL algorithm | ||
Version: 0.1.8 | ||
Title: The scigenex package (Single-Cell Informative GENe Explorer) | ||
Version: 1.0.0 | ||
Date: 2020-07-22 | ||
Author: Aurelie Bergon, J. Bavais, Fabrice Lopez, Julien Textoris, Samuel Granjeaud, Lionel Spinelli and Denis Puthier | ||
Maintainer: D. Puthier <denis.puthier@univ-amu.fr> | ||
Author: J. Bavais, Aurelie Bergon, Fabrice Lopez, Julien Textoris, Samuel Granjeaud, Lionel Spinelli and Denis Puthier | ||
Maintainer: J. Bavais <julie.bavais@yahoo.fr> | ||
Depends: R (>= 3.6.1), methods, testthat | ||
Imports: reshape2, ggplot2, magrittr, dplyr, igraph, MCL | ||
Collate: dbfmcl_main.R zzz.R | ||
Description: The dbfmcl package (Density Based Filtering And Markov Clustering) implement a method for filtering and partionning a noisy dataset. DBF-MCL is a tree-step adaptative algorithm that (i) find elements located in dense areas (ie. clusters) (ii) uses selected items to construct a graph and (iii) performs graph partitioning using MCL. | ||
biocViews: Clustering, Classification | ||
Description: The scigenex package (Single-Cell Informative GENe Explorer) proposes a set of functions to extract informative genes from a scRNA-seq experiment, search and store clusters of co-expressed genes. These clusters are annotated and can be mapped onto UMAP or t-SNE diagram to functionally annotate cell populations. | ||
biocViews: Clustering, Classification, Transcriptomics, SingleCell, ReportWriting, GeneRegulation | ||
License: GPL-3 | ||
Suggests: RColorBrewer | ||
LazyLoad: yes | ||
URL: https://github.com/dputhier/dbfmcl | ||
URL: https://github.com/dputhier/sigenex | ||
Packaged: 2009-10-28 09:39:36 UTC; biocbuild | ||
RoxygenNote: 7.1.1 | ||
Encoding: UTF-8 |
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# .First.lib <- function(lib,pkg) { | ||
# library.dynam("dbfmcl",pkg,lib) | ||
# library.dynam("scigenex",pkg,lib) | ||
# } |
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