summaryrefslogtreecommitdiff
path: root/scripts/tsne-mp2d-coordinates.R
diff options
context:
space:
mode:
Diffstat (limited to 'scripts/tsne-mp2d-coordinates.R')
-rw-r--r--scripts/tsne-mp2d-coordinates.R12
1 files changed, 12 insertions, 0 deletions
diff --git a/scripts/tsne-mp2d-coordinates.R b/scripts/tsne-mp2d-coordinates.R
new file mode 100644
index 0000000..ef97595
--- /dev/null
+++ b/scripts/tsne-mp2d-coordinates.R
@@ -0,0 +1,12 @@
+#!/usr/bin/env Rscript
+library(Rtsne)
+library(ggplot2)
+args = commandArgs(trailingOnly=TRUE)
+data = read.csv(args[1],header=F)
+smi = data[,1]
+data[,1] = NULL
+m = as.matrix(data)
+dist = as.dist(m)
+set.seed(66)
+tsne = Rtsne(dist,verbose=T,is_distance=T)
+write.csv(data.frame(smiles= smi, x = tsne$Y[,1], y = tsne$Y[,2]),args[2],row.names=F)