Export top SVG results to a data frame

Export top SVG results to a data frame

Usage

topSVGs(spe, n = 10, fdr = 1)

Arguments

spe

a SpatialExperiment object with SVG results from SpaNormSVG.

n

a numeric, specifying the number of top SVGs to call.

fdr

a numeric, specifying the false discovery rate (FDR) threshold for calling SVGs.

Value

A data frame containing the top SVGs from F-test results including F-statistics, p-values and FDR.

Examples

library(SpatialExperiment)
library(ggplot2)

data(HumanDLPFC)

HumanDLPFC = SpaNorm(HumanDLPFC, sample.p = 0.05, df.tps = 2, tol = 1e-2)
#> (1/2) Fitting SpaNorm model
#> 201 cells/spots sampled to fit model
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, estimating gene-wise dispersion
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, log-likelihood: -1149721.856497
#> iter:  1, fitting NB model
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  1, log-likelihood: -1149721.856497
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  2, log-likelihood: -811176.639114
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  3, log-likelihood: -724958.040362
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  4, log-likelihood: -710150.071960
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  5, log-likelihood: -708004.163913
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  6, log-likelihood: -707663.267171
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  7, log-likelihood: -707595.139457 (converged)
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, estimating gene-wise dispersion
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, log-likelihood: -707242.972504
#> iter:  2, fitting NB model
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, iter:  1, log-likelihood: -707242.972504
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, iter:  2, log-likelihood: -707098.468413
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, iter:  3, log-likelihood: -707087.149700 (converged)
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  3, log-likelihood: -707087.149700 (converged)
#> (2/2) Normalising data
HumanDLPFC = SpaNormSVG(HumanDLPFC)
#> (1/3) Retrieving SpaNorm model
#> (2/3) Fitting Null SpaNorm model
#> 201 cells/spots sampled to fit model
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, estimating gene-wise dispersion
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, log-likelihood: -1149721.856497
#> iter:  1, fitting NB model
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  1, log-likelihood: -1149721.856497
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  2, log-likelihood: -817098.635385
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  3, log-likelihood: -733058.627405
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  4, log-likelihood: -719199.487009
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  5, log-likelihood: -717420.613886
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  6, log-likelihood: -717315.765982
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  6, log-likelihood: -717315.765982
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  6, log-likelihood: -717315.765982
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  1, iter:  7, log-likelihood: -717315.765982 (converged)
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, estimating gene-wise dispersion
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, log-likelihood: -717064.191841
#> iter:  2, fitting NB model
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, iter:  1, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, iter:  1, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, iter:  1, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, iter:  2, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, iter:  2, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, iter:  2, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  2, iter:  3, log-likelihood: -717064.191841 (converged)
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  3, estimating gene-wise dispersion
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  3, log-likelihood: -717064.191841
#> iter:  3, fitting NB model
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  3, iter:  1, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  3, iter:  1, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  3, iter:  1, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  3, iter:  2, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  3, iter:  2, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  3, iter:  2, log-likelihood: -717064.191841
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  3, iter:  3, log-likelihood: -717064.191841 (converged)
#> Hint: To use tensorflow with `py_require()`, call `py_require("tensorflow")` at the start of the R session
#> iter:  4, log-likelihood: -717064.191841 (converged)
#> (3/3) Finding SVGs
#> 1082 SVGs found (FDR < 0.05)
topSVGs = topSVGs(HumanDLPFC, n = 10)