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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 557.5 kB | win-64/r-sctransform-0.3.3-r41h8b0e7af_1.tar.bz2  3 years and 1 month ago 819 main
conda 569.6 kB | win-64/r-sctransform-0.3.3-r40h8b0e7af_1.tar.bz2  3 years and 1 month ago 723 main
conda 565.9 kB | osx-64/r-sctransform-0.3.3-r40h5e60f97_1.tar.bz2  3 years and 1 month ago 219 main
conda 565.9 kB | osx-64/r-sctransform-0.3.3-r41h5e60f97_1.tar.bz2  3 years and 1 month ago 474 main
conda 572.7 kB | linux-64/r-sctransform-0.3.3-r40hf361f1a_1.tar.bz2  3 years and 1 month ago 5543 main
conda 572.7 kB | linux-64/r-sctransform-0.3.3-r41hf361f1a_1.tar.bz2  3 years and 1 month ago 8557 main
conda 569.6 kB | win-64/r-sctransform-0.3.3-r40hfb8a20d_0.tar.bz2  3 years and 1 month ago 709 main
conda 557.1 kB | win-64/r-sctransform-0.3.3-r41hfb8a20d_0.tar.bz2  3 years and 1 month ago 716 main
conda 566.0 kB | osx-64/r-sctransform-0.3.3-r40he434708_0.tar.bz2  3 years and 1 month ago 92 main
conda 565.8 kB | osx-64/r-sctransform-0.3.3-r41he434708_0.tar.bz2  3 years and 1 month ago 93 main
conda 572.4 kB | linux-64/r-sctransform-0.3.3-r40h78ebb21_0.tar.bz2  3 years and 1 month ago 2129 main
conda 572.5 kB | linux-64/r-sctransform-0.3.3-r41h78ebb21_0.tar.bz2  3 years and 1 month ago 2192 main

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