Created
March 15, 2020 11:52
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ggplot2 - Sorted column chart with angled labels. Popularity of deep learning packages on github.
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| # author: matthew skiffington | |
| # # purpose: make simple sorted column chart for dissertation re:dl repos | |
| library(ggplot2) | |
| library(scales) | |
| dl_gitstars.vec <- | |
| c( | |
| 'Pytorch' = 39600, | |
| 'Keras' = 47200, | |
| 'fast.ai' = 17400, | |
| 'CNTK' = 16700, | |
| 'Tensorflow' = 142000, | |
| 'DL4J' = 11500, | |
| 'Theano' = 9100, | |
| 'Chainer' = 5300, | |
| 'PlaidML' = 3200, | |
| 'Caffe' = 30000, | |
| 'Torch' = 8500, | |
| 'Apache MxNet' = 18400, | |
| 'Sonnet' = 8300, | |
| 'Lasagne' = 3700, | |
| 'TFLearn' = 9400 | |
| ) | |
| framework_stars.df <- data.frame(Framework_Name = names(dl_gitstars.vec),Github_stars = dl_gitstars.vec) | |
| g <- ggplot(data = framework_stars.df) + | |
| geom_col(mapping = aes(y = Github_stars,x = reorder(Framework_Name,-Github_stars))) + | |
| labs(title = "Github Stars of Popular Deep Learning Packages", | |
| subtitle = "As of 13th March, 2020", | |
| caption = "Torch, Caffee and Theano are not in active development", | |
| x = "Framework", | |
| y = "Github Stars") + | |
| theme_light() + | |
| theme(axis.text.x = element_text(angle = 45, hjust = 1, vjust = 1)) + | |
| scale_y_continuous(labels = comma) | |
| g |
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