bwhite

"""Information Retrieval metrics

Useful Resources:
http://www.cs.utexas.edu/~mooney/ir-course/slides/Evaluation.ppt
http://www.nii.ac.jp/TechReports/05-014E.pdf
http://www.stanford.edu/class/cs276/handouts/EvaluationNew-handout-6-per.pdf
http://hal.archives-ouvertes.fr/docs/00/72/67/60/PDF/07-busa-fekete.pdf
Learning to Rank for Information Retrieval (Tie-Yan Liu)
"""
import numpy as np

westurner

#!/bin/sh

setup_brew () {
    if ![-f "/usr/local/bin/brew"]; then
        /usr/bin/ruby -e "$(/usr/bin/curl -fsSL https://raw.github.com/mxcl/homebrew/master/Library/Contributions/install_homebrew.rb)"
    fi
}

setup_ipython () {
    brew install readline

lindenb

    import java.io.*;
    import java.util.*;
    
    class Biostar45366
    	{
    	private BufferedReader in;
    	private String buffer;
    	private Map<String,Term> id2term=new HashMap<String,Term>();
    	private class Term

wadouk

PURPLE=$(echo -en "\033[35m")
GREEN=$(echo -en "\033[32m")
RED=$(echo -en "\033[31m")
YELLOW=$(echo -e "\033[33m")
BLUE=$(echo -e "\033[1;34m")
NORMAL=$(echo -e "\033[0m")

mvn2() {
mvn $* | sed \
	-e "s/^\(.ERROR. .*\)$/$RED\1$NORMAL/		; #contain ERROR start 2nd char

Serabe

# Tested with Ruby 1.9
# Needs gem "guard" (https://github.com/guard/guard)
# Needs gem "guard-shell" (https://github.com/guard/guard-shell)
# Uses process "growlnotify" (http://growl.info/extras.php)
# Uses process "pdflatex" from standard TeXLive distribution

guard 'shell' do
  watch(%r{(.+)\.tex}) do |m| 
    `growlnotify -m #{m[0]} Recompiling` 
    `pdflatex -interaction=batchmode #{m[0]} >/dev/null`

alexbowe

import nltk

text = """The Buddha, the Godhead, resides quite as comfortably in the circuits of a digital
computer or the gears of a cycle transmission as he does at the top of a mountain
or in the petals of a flower. To think otherwise is to demean the Buddha...which is
to demean oneself."""

# Used when tokenizing words
sentence_re = r'''(?x)      # set flag to allow verbose regexps
      ([A-Z])(\.[A-Z])+\.?  # abbreviations, e.g. U.S.A.

banksean

/*
  I've wrapped Makoto Matsumoto and Takuji Nishimura's code in a namespace
  so it's better encapsulated. Now you can have multiple random number generators
  and they won't stomp all over eachother's state.
  
  If you want to use this as a substitute for Math.random(), use the random()
  method like so:
  
  var m = new MersenneTwister();