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A normalization method for single-cell UMI count data using a variance stabilizing transformation. The transformation is based on a negative binomial regression model with regularized parameters. As part of the same regression framework, this package also provides functions for batch correction, and data correction. See Hafemeister and Satija 2019 <doi:10.1101/576827> for more details.

copied from cf-staging / r-sctransform
Type Size Name Uploaded Downloads Labels
conda 417.9 kB | win-64/r-sctransform-0.3.1-r36he3aa7d2_1.tar.bz2  4 years and 4 months ago 961 main
conda 417.3 kB | win-64/r-sctransform-0.3.1-r40he3aa7d2_1.tar.bz2  4 years and 4 months ago 952 main
conda 418.0 kB | osx-64/r-sctransform-0.3.1-r40hc5079d1_1.tar.bz2  4 years and 4 months ago 307 main
conda 418.7 kB | osx-64/r-sctransform-0.3.1-r36hc5079d1_1.tar.bz2  4 years and 4 months ago 336 main
conda 415.4 kB | linux-64/r-sctransform-0.3.1-r40hdb2a40c_1.tar.bz2  4 years and 4 months ago 2891 main
conda 416.0 kB | linux-64/r-sctransform-0.3.1-r36hdb2a40c_1.tar.bz2  4 years and 4 months ago 3023 main
conda 417.4 kB | win-64/r-sctransform-0.3.1-r36h096a1c2_0.tar.bz2  4 years and 4 months ago 978 main
conda 417.4 kB | win-64/r-sctransform-0.3.1-r40h096a1c2_0.tar.bz2  4 years and 4 months ago 994 main
conda 415.1 kB | linux-64/r-sctransform-0.3.1-r40h1b71b39_0.tar.bz2  4 years and 4 months ago 2730 main
conda 418.2 kB | osx-64/r-sctransform-0.3.1-r40h342fd00_0.tar.bz2  4 years and 4 months ago 305 main
conda 416.2 kB | linux-64/r-sctransform-0.3.1-r36h1b71b39_0.tar.bz2  4 years and 4 months ago 2967 main
conda 418.7 kB | osx-64/r-sctransform-0.3.1-r36h342fd00_0.tar.bz2  4 years and 4 months ago 327 main

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