This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
/* | |
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(); |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
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. |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# 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` |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
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$NORMAL/ ; #contain ERROR start 2nd char |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import java.io.*; | |
import java.util.*; | |
class Biostar45366 | |
{ | |
private BufferedReader in; | |
private String buffer; | |
private Map<String,Term> id2term=new HashMap<String,Term>(); | |
private class Term |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#!/bin/sh | |
setup_brew () { | |
if ![-f "/usr/local/bin/brew"]; then | |
/usr/bin/ruby -e "$(/usr/bin/curl -fsSL https://raw.github.com/mxcl/homebrew/master/Library/Contributions/install_homebrew.rb)" | |
fi | |
} | |
setup_ipython () { | |
brew install readline |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
"""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 |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
% A simple test suite for PA 3 | |
% | |
% copy the comparedata.m file from last week's test suite or from | |
% http://www.mathworks.com/matlabcentral/fileexchange/1459-comparedata | |
% into the directory for this weeks assignment and save this file | |
% as PA3Test.m | |
% | |
% A test can have three different results: | |
% - If the test suite says "OK", your code produced the exactly the same | |
% output as the sample data. |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
""" | |
Add copy to clipboard from IPython! | |
To install, just copy it to your profile/startup directory, typically: | |
~/.ipython/profile_default/startup/ | |
Example usage: | |
%clip hello world | |
# will store "hello world" |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
package topic | |
import spark.broadcast._ | |
import spark.SparkContext | |
import spark.SparkContext._ | |
import spark.RDD | |
import spark.storage.StorageLevel | |
import scala.util.Random | |
import scala.math.{ sqrt, log, pow, abs, exp, min, max } | |
import scala.collection.mutable.HashMap |
OlderNewer