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# extracted from http//www.naturalearthdata.com/download/110m/cultural/ne_110m_admin_0_countries.zip | |
# under public domain terms | |
country_bounding_boxes = { | |
'AF': ('Afghanistan', (60.5284298033, 29.318572496, 75.1580277851, 38.4862816432)), | |
'AO': ('Angola', (11.6400960629, -17.9306364885, 24.0799052263, -4.43802336998)), | |
'AL': ('Albania', (19.3044861183, 39.624997667, 21.0200403175, 42.6882473822)), | |
'AE': ('United Arab Emirates', (51.5795186705, 22.4969475367, 56.3968473651, 26.055464179)), | |
'AR': ('Argentina', (-73.4154357571, -55.25, -53.628348965, -21.8323104794)), | |
'AM': ('Armenia', (43.5827458026, 38.7412014837, 46.5057198423, 41.2481285671)), |
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# load required libraries | |
library(party) | |
library(ggplot2) | |
library(caret) | |
library(dplyr) | |
library(lubridate) | |
library(FSelector) | |
library(MLmetrics) |
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{ | |
"emojis": [ | |
{"emoji": "👩👩👧👧", "name": "family_mothers_two_girls", "shortname": "", "unicode": "", "html": "👩‍👩‍👧‍👧", "category": "p", "order": ""}, | |
{"emoji": "👩👩👧👦", "name": "family_mothers_children", "shortname": "", "unicode": "", "html": "👩‍👩‍👧‍👦", "category": "p", "order": ""}, | |
{"emoji": "👩👩👦👦", "name": "family_mothers_two_boys", "shortname": "", "unicode": "", "html": "👩‍👩‍👦‍👦", "category": "p", "order": ""}, | |
{"emoji": "👨👩👧👧", "name": "family_two_girls", "shortname": "", "unicode": "", "html": "👨‍👩‍👧‍👧", "category": "p", "order": ""}, | |
{"emoji": "👨👩👧👦", "name": "family_children", "shortname": "", "unicode": "", "html": "👨‍👩‍👧‍👦", "category": "p", "order": ""}, | |
{"emoji": "👨👩👦👦", "name": "family_two_boys", "shortname": "", "unicode": "", "html": "👨&zw |
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plot.nnet<-function(mod.in,nid=T,all.out=T,all.in=T,bias=T,wts.only=F,rel.rsc=5, | |
circle.cex=5,node.labs=T,var.labs=T,x.lab=NULL,y.lab=NULL, | |
line.stag=NULL,struct=NULL,cex.val=1,alpha.val=1, | |
circle.col='lightblue',pos.col='black',neg.col='grey', | |
bord.col='black', ...){ | |
require(scales) | |
#sanity checks | |
if('mlp' %in% class(mod.in)) warning('Bias layer not applicable for rsnns object') |
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# Function for Checking Installed Packages and Installing if Not | |
packs <- function(pkg){ | |
new.pkg <- pkg[!(pkg %in% installed.packages()[, "Package"])] | |
if (length(new.pkg)) | |
install.packages(new.pkg, dependencies = TRUE) | |
sapply(pkg, require, character.only = TRUE) | |
} | |
packages <- c('mlbench','nnet','randomForest','rpart','SparseM','xtable','readxl', 'MASS','devtools','dplyr', | |
'caret','h2o','deepnet','RSNNS','FCNN4R','RcppDL','Rcpp','tensorflow','Cubist','tree','C50','party','vcrpart', |
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brew -v update && brew -v upgrade | |
brew rm opencv python #optional | |
brew install python libpng freetype pkgconfig | |
brew install wget axel swig subversion | |
brew install leptonica tesseract | |
brew install opencv | |
brew tap homebrew/science #needed for the time being only (30 June 2013) | |
brew install -vd --tbb opencv | |
brew install homebrew/science/opencv # enable above if this command line don't install opencv |
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sudo apt-get install r-base | |
sudo apt-get install gdebi-core | |
sudo apt-get install libapparmor1 | |
wget http://download2.rstudio.org/rstudio-server-0.98.1091-amd64.deb | |
sudo gdebi rstudio-server-0.98.1091-amd64.deb |