cdfox

import math

def sqrt(x, high, low, e):
	mid = (high + low) / 2.0
	square = mid * mid
	if (square >= x and square - x <= e) or (square < x and x - square <= e):
		return mid
	elif square > x:
		return sqrt(x, high, mid, e)
	else:

cdfox

import re
import sys
import numpy as np
import numba

file_name = sys.argv[1]  # one document per line
num_topics = int(sys.argv[2])
num_iterations = int(sys.argv[3])
alpha = float(sys.argv[4])
alpha0 = float(sys.argv[5])

cdfox

import json
import urllib
import urllib2
from gensim import corpora, models, similarities
import logging
import sys
from matplotlib.backends.backend_agg import FigureCanvasAgg as FigureCanvas
from matplotlib.figure import Figure

cdfox

Topic 0:

ICFP Programming Contest 2011 (Lambda: The Gathering) http://bit.ly/mfpZk6 #fp #fsharp #ocaml #haskell #scala #lisp #racket #scheme
[(0, 0.96213088834451832), (1, -0.053502204689306387), (2, -0.07951428719352148)]

RT @rickasaurus: ICFP Programming Contest 2011 (Lambda: The Gathering) http://bit.ly/mfpZk6 #fp #fsharp #ocaml #haskell #scala #lisp #racket #scheme
[(0, 0.99540683458237178), (1, -0.034752233550864223), (2, -0.065158846734593753)]

RT @rickasaurus: ICFP Programming Contest 2011 (Lambda: The Gathering) http://bit.ly/mfpZk6 #fp #fsharp #ocaml #haskell #scala #lisp #racket #scheme
[(0, 0.99540683458237178), (1, -0.034752233550864223), (2, -0.065158846734593753)]

cdfox

Topic 0:

ICFP Programming Contest 2011 (Lambda: The Gathering) http://bit.ly/mfpZk6 #fp #fsharp #ocaml #haskell #scala #lisp #racket #scheme
[(0, 0.95871468032041129), (1, 0.079066183724039785)]

RT @rickasaurus: ICFP Programming Contest 2011 (Lambda: The Gathering) http://bit.ly/mfpZk6 #fp #fsharp #ocaml #haskell #scala #lisp #racket #scheme
[(0, 0.99229220887802994), (1, 0.062785061633268899)]

RT @rickasaurus: ICFP Programming Contest 2011 (Lambda: The Gathering) http://bit.ly/mfpZk6 #fp #fsharp #ocaml #haskell #scala #lisp #racket #scheme
[(0, 0.99229220887802994), (1, 0.062785061633268899)]

cdfox

import json
import urllib
import urllib2
from gensim import corpora, models, similarities
import logging
import sys

# First 20 Twitter search results for "python"
tweets = [u'Long Integer Objects \u2014 Python v2.7.2 documentation http://bit.ly/jEzUVi',

cdfox

import requests
import codecs

url = 'http://www.instapaper.com/m'
params = {'u': 'http://techcrunch.com/2012/04/30/bn-8-k-microsoft-paying-180m-advance-on-nook-for-windows-8-125m-for-content-tech-acquisition/'}
r = requests.get(url, params=params)

# r.text holds the response from the server. It appears to be unicode in this case.
f = codecs.open("foo.html", mode="w", encoding="UTF-8")
f.write(r.text)

cdfox

print 'hello world'

cdfox

sentences = [s for rev in reviews for s in rev.split(".")]

cdfox

// For each line of the input file, remove nonalphanumeric characters, 
// lowercase all letters, remove stopwords, and write the result to the output
// file. I used the answer here as a template for reading/writing files: 
// http://stackoverflow.com/questions/1821811/how-to-read-write-from-to-file/9739903#9739903

package main

import (
	"bufio"
	"fmt"