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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 496.8 kB | osx-arm64/r-sctransform-0.4.2-r45hd057375_1.conda  8 days and 1 hour ago 18 main
conda 495.1 kB | win-64/r-sctransform-0.4.2-r45hac2c72c_1.conda  8 days and 1 hour ago 23 main
conda 494.8 kB | win-64/r-sctransform-0.4.2-r44hac2c72c_1.conda  8 days and 1 hour ago 39 main
conda 496.6 kB | osx-arm64/r-sctransform-0.4.2-r44hd057375_1.conda  8 days and 1 hour ago 36 main
conda 504.8 kB | osx-64/r-sctransform-0.4.2-r44hefbd7a6_1.conda  8 days and 1 hour ago 28 main
conda 504.6 kB | osx-64/r-sctransform-0.4.2-r45hefbd7a6_1.conda  8 days and 1 hour ago 17 main
conda 511.9 kB | linux-ppc64le/r-sctransform-0.4.2-r44h440a4f6_1.conda  8 days and 1 hour ago 13 main
conda 507.1 kB | linux-aarch64/r-sctransform-0.4.2-r45h9e3ff46_1.conda  8 days and 1 hour ago 24 main
conda 506.1 kB | linux-aarch64/r-sctransform-0.4.2-r44h9e3ff46_1.conda  8 days and 1 hour ago 47 main
conda 510.9 kB | linux-64/r-sctransform-0.4.2-r44h3704496_1.conda  8 days and 1 hour ago 579 main
conda 511.2 kB | linux-ppc64le/r-sctransform-0.4.2-r45h440a4f6_1.conda  8 days and 1 hour ago 12 main
conda 511.4 kB | linux-64/r-sctransform-0.4.2-r45h3704496_1.conda  8 days and 1 hour ago 57 main
conda 493.8 kB | win-64/r-sctransform-0.4.2-r44hec15cfb_0.conda  4 months and 20 days ago 141 main
conda 505.9 kB | win-64/r-sctransform-0.4.2-r43hec15cfb_0.conda  4 months and 20 days ago 107 main
conda 513.9 kB | osx-arm64/r-sctransform-0.4.2-r43hb5716f2_0.conda  4 months and 20 days ago 200 main
conda 506.2 kB | osx-64/r-sctransform-0.4.2-r44h8d9e291_0.conda  4 months and 20 days ago 168 main
conda 501.3 kB | linux-aarch64/r-sctransform-0.4.2-r44h36ba1ed_0.conda  4 months and 20 days ago 158 main
conda 513.4 kB | linux-aarch64/r-sctransform-0.4.2-r43h36ba1ed_0.conda  4 months and 20 days ago 238 main
conda 502.0 kB | osx-arm64/r-sctransform-0.4.2-r44hb5716f2_0.conda  4 months and 20 days ago 385 main
conda 517.6 kB | osx-64/r-sctransform-0.4.2-r43h8d9e291_0.conda  4 months and 20 days ago 188 main
conda 519.2 kB | linux-64/r-sctransform-0.4.2-r43hc2d650c_0.conda  4 months and 20 days ago 5573 main
conda 508.2 kB | linux-ppc64le/r-sctransform-0.4.2-r44he940c2a_0.conda  4 months and 20 days ago 18 main
conda 519.8 kB | linux-ppc64le/r-sctransform-0.4.2-r43he940c2a_0.conda  4 months and 20 days ago 23 main
conda 506.7 kB | linux-64/r-sctransform-0.4.2-r44hc2d650c_0.conda  4 months and 20 days ago 6193 main

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