library(data.table)
library(magrittr)
library(ggplot2)
library(purrr)
n_points = 100000
shape = 3
n_dist = 5
scale_distance = 5
seed = 0
path = '~/Desktop'
filename = 'weibull.png'
height = 20
units = 'cm'
aspect = 4/5
set.seed(seed)
background_color = "#1E1A34"
highlighted_line_color = '#F93822'
phi = (1 + sqrt(5)) /2
color = 1:n_dist %>% quantile(1/phi) %>% round() %>% as.integer()
map(1:n_dist, ~rweibull(n_points, shape = shape, scale = .)) %>%
as.data.table() %>%
melt() %>%
.[, variable := as.numeric(gsub("[^\\d]+", "", variable, perl=TRUE))] %>%
.[, color := as.integer(variable == color)] %>%
ggplot(aes(x=value)) +
geom_density(aes(group=factor(variable),
alpha=factor(variable),
color=factor(color)),
size=1,
fill='white') +
theme_void() +
theme(plot.background = element_rect(fill = background_color),
legend.position = 'none')+
scale_alpha_discrete(range = c((1-1/phi)/10, 1-1/phi))+
scale_color_manual(values=c('white',highlighted_line_color)) -> gg
ggsave(file.path(path, filename),
plot = gg,
device = 'png',
width = aspect * height ,
height = height,
units = units)
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