gavinmh

asdasdasdasdas

gavinmh

from __future__ import division
from nltk.corpus import wordnet as wn
from nltk.corpus import wordnet_ic
from nltk.metrics import edit_distance
from nltk.corpus.reader.wordnet import WordNetError
import numpy as np
import logging, os
import Alignment_sub

gavinmh

# -*- coding: utf-8 -*-
"""
Created on Fri Nov 23 11:25:40 2012

@author: gavin
"""
import logging
from nltk.corpus import wordnet as wn

class Alignment_sub:

gavinmh

try:
    import cPickle as pickle
except:
    import pickle
    
from sklearn.ensemble import RandomForestClassifier
import logging, os


class Lexent_classifier_sub:

gavinmh

import logging
import numpy as np
import Alignment_sub
import lexent_featurizer_sub

try:
    import cPickle as pickle
except:
    import pickle
    

gavinmh

Section "Device"
Identifier      "intel"
driver          "intel"
EndSection
 
Section "Device"
Identifier      "dl1"
driver          "displaylink"
Option  "fbdev" "/dev/fb1"
EndSection

gavinmh

# -*- coding: utf-8 *-*

'''
The following is a naive, unsupervised text summarizer.
It extracts N of the text's most salient sentences.
Salience is defined as the average of the tf-idf weights of the words in a sentence.
'''
from nltk import sent_tokenize, word_tokenize
from collections import Counter
from math import log10

gavinmh

'''
A generator is a function or expression that returns multiple items, rather than a single item that may contain multiple items.
A generator is often consumed in a for loop.

Some practical points:
-Generators use the yield statement.
-Calling a generator creates the object, but does not return any items.
-You can iterate over the generator's returned items once. You can iterate over a list an arbitrary number of times.

'''

gavinmh

Approximate Algoritm Completion Times, N=100

10^-6 seconds

O(log(N))	10^-7 seconds
O(N)

gavinmh

import urllib
import json

bing_account_key = '<YOURKEY>'
search_base_url = \
    'https://user:%s@api.datamarket.azure.com/Bing/SearchWeb/Web?' \
    % bing_account_key

query = 'les paul'
num_results = 40