virids palette
Installation and loading, and test code
install.packages("viridis")
library(viridis)
library(ggplot2)
ggplot(data.frame(x = rnorm(10000), y = rnorm(10000)), aes(x = x, y = y)) +
geom_hex() + coord_fixed() +
scale_fill_viridis() + theme_bw()
FIG toner thermal
seed(1234)
matrix <- matrix(rnorm(100), 20, 10)
matrix[1:10, seq(1, 10, 2)] <- matrix[1:10, seq(1, 10, 2)] + 3
matrix[11:20, seq(2, 10, 2)] <- matrix[11:20, seq(2, 10, 2)] + 2
matrix[15:20, seq(2, 10, 2)] <- matrix[15:20, seq(2, 10, 2)] + 4
colnames(matrix) <- paste("Test", 1:10, sep = "")
rownames(matrix) <- paste("Gene", 1:20, sep = "")
# default
pheatmap(matrix)
# viridis
pheatmap(test, color = viridis(7))
viridis provide color scheme
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)