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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-post-staging / r-sctransform
Type Size Name Uploaded Downloads Labels
conda 441.6 kB | win-64/r-sctransform-0.3.2-r41hfb8a20d_1.tar.bz2  4 years and 3 months ago 856 main
conda 454.9 kB | osx-64/r-sctransform-0.3.2-r41he434708_1.tar.bz2  4 years and 3 months ago 415 main
conda 455.9 kB | linux-64/r-sctransform-0.3.2-r41h78ebb21_1.tar.bz2  4 years and 3 months ago 4868 main
conda 451.2 kB | win-64/r-sctransform-0.3.2-r36hfb8a20d_1.tar.bz2  4 years and 4 months ago 926 main
conda 450.2 kB | win-64/r-sctransform-0.3.2-r40hfb8a20d_1.tar.bz2  4 years and 4 months ago 868 main
conda 455.5 kB | osx-64/r-sctransform-0.3.2-r36he434708_1.tar.bz2  4 years and 4 months ago 500 main
conda 454.8 kB | osx-64/r-sctransform-0.3.2-r40he434708_1.tar.bz2  4 years and 4 months ago 318 main
conda 456.8 kB | linux-64/r-sctransform-0.3.2-r36h78ebb21_1.tar.bz2  4 years and 4 months ago 8188 main
conda 455.7 kB | linux-64/r-sctransform-0.3.2-r40h78ebb21_1.tar.bz2  4 years and 4 months ago 4246 main
conda 450.1 kB | win-64/r-sctransform-0.3.2-r40he3aa7d2_0.tar.bz2  4 years and 8 months ago 953 main
conda 450.3 kB | win-64/r-sctransform-0.3.2-r36he3aa7d2_0.tar.bz2  4 years and 8 months ago 940 main
conda 454.6 kB | linux-64/r-sctransform-0.3.2-r40h34e6507_0.tar.bz2  4 years and 8 months ago 4304 main
conda 455.0 kB | osx-64/r-sctransform-0.3.2-r40hf695eb6_0.tar.bz2  4 years and 8 months ago 373 main
conda 455.6 kB | osx-64/r-sctransform-0.3.2-r36hf695eb6_0.tar.bz2  4 years and 8 months ago 391 main
conda 455.8 kB | linux-64/r-sctransform-0.3.2-r36h34e6507_0.tar.bz2  4 years and 8 months ago 3780 main

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