Grouping data.frame by column name pattern in R

This is kind of brutal force solution. First you transpose the data.frame Then use aggregate function Finally transpose back. An example...

x = data.frame(a1=rnorm(10), a2=rnorm(10), b1=rnorm(10), b2=rnorm(10))
g=sapply(colnames(x), function(xx) {strsplit(xx,split='')[[1]][1]})
y = t(aggregate(t(x),by=list(g),mean, simplify=T))
yy = data.frame(y[-1,])
colnames(yy) = y[1,]
rownames(yy) = rownames(x)


sorting in python by arbitrary key

E.g. we have a list of dictionaries

x = [{'a':1,'b':3}, {'a':3,'b':2}, {'a':2,'b':1}]
x.sort(key=lambda i: i['b'])

sorts it by value at the 'b' key

How to use grep to search within a particular file type

Example finding sort in python files. 3 options:
grep -r --include=*.py "sort" /home/vlad/work
find . -name "*.py" -print0 | xargs -0 grep "sort"
findstr /pinsc:"sort" *.py


setting up Notepad++ on Win7

In case I forget where the settings are: C:\Users\MY_NAME\AppData\Roaming\Notepad++ Running IPython ipython qtconsole --pylab=inline --ConsoleWidget.font_family="Courier New" --ConsoleWidget.font_size=10 --c="run $(FULL_CURRENT_PATH)"

mastering VIM

a refreshing talk
http://www.youtube.com/watch?v=ke7SfUFvvxo

The cheat sheet
http://www.viemu.com/vi-vim-cheat-sheet.gif

one way to comment the code
(in addition to :n,ms/^/# where n starting line, m last line)
http://hurley.wordpress.com/2007/06/13/vim-tip-comment-out-multiple-lines/

The other way is Tcomment plug-in

top vim plugins
http://www.youtube.com/watch?v=_galFWwSDt0

my mapping to run python

map <F5> :!start ipython qtconsole --ConsoleWidget.font_family="Courier New" --ConsoleWidget.font_size=10 --c="run %"<CR><CR>
map <F6> :!start ipython -i %<CR><CR>

ctags wisdom
http://programming-in-linux.blogspot.com/2008/04/how-to-setup-taglist-plugin-with-vim.html

to check out
http://static.djangoproject.hu/vimpy/
http://stackoverflow.com/questions/6005874/opening-a-window-in-a-horizontal-split-of-a-vertical-split

Need to add resizing

" TaskList and NERDTree
function DualExplorer()
    execute ":Tlist"
    execute ":NERDTree"
    execute ":wincmd J"
    execute ":wincmd k"
    execute ":wincmd l"
    execute ":wincmd L"
endfunction
autocmd VimEnter * call DualExplorer()

Esc key for exiting insert mode - the big downside of vim. Recipes how to deal with it:
http://vim.wikia.com/wiki/VimTip285
This one probably the easiest solution.
:inoremap <CR> <Esc>
Remapping Caps Lock seems like a better choice, but takes extensive changes.

Something to look
http://www.leetless.de/vim.html