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version bump. update manuals.
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mahmoudibrahim committed Apr 13, 2020
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48 changes: 24 additions & 24 deletions DESCRIPTION
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Package: genesorteR
Type: Package
Title: Feature Ranking in Clustered Single Cell Data
Version: 0.4.2
Author: Mahmoud M Ibrahim
Maintainer: Mahmoud M Ibrahim <[email protected]>
Description: The main purpose of this R extension is to select features in (possibly very large) single cell data including scRNA-Seq and scATAC-Seq.
The main idea is that the dropout rate of a gene is a good measure of its expression, and that empirical statistics calculated based on binarized expression matrices are sufficient to select marker genes in a way that is consistent with the expected definition of "marker gene" in experimental biology research.
It can provide a ranking of genes specificity in each cell cluster, as well as select large or small sets of marker genes by a permutation test or using entropy-based feature selection.
To assess cell clustering quality, some functions can also compute cell cluster quality metrics.
License: GPL-3 + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.1
URL: http://github.com/mahmoudibrahim/genesorteR
BugReports: http://github.com/mahmoudibrahim/genesorteR/issues
Imports:
mclust,
parallel,
pheatmap,
methods
Depends:
R (>= 2.10),
Matrix
Package: genesorteR
Type: Package
Title: Feature Ranking in Clustered Single Cell Data
Version: 0.4.3
Author: Mahmoud M Ibrahim
Maintainer: Mahmoud M Ibrahim <[email protected]>
Description: The main purpose of this R extension is to select features in (possibly very large) single cell data including scRNA-Seq and scATAC-Seq.
The main idea is that the dropout rate of a gene is a good measure of its expression, and that empirical statistics calculated based on binarized expression matrices are sufficient to select marker genes in a way that is consistent with the expected definition of "marker gene" in experimental biology research.
It can provide a ranking of genes specificity in each cell cluster, as well as select large or small sets of marker genes by a permutation test or using entropy-based feature selection.
To assess cell clustering quality, some functions can also compute cell cluster quality metrics.
License: GPL-3 + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.0
URL: http://github.com/mahmoudibrahim/genesorteR
BugReports: http://github.com/mahmoudibrahim/genesorteR/issues
Imports:
mclust,
parallel,
pheatmap,
methods
Depends:
R (>= 2.10),
Matrix
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3 changes: 3 additions & 0 deletions man/getMarkers.Rd

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21 changes: 15 additions & 6 deletions man/plotMarkerHeat.Rd

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20 changes: 17 additions & 3 deletions man/sortGenes.Rd

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3 changes: 1 addition & 2 deletions man/write.files.Rd

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