cigrainger

# Imports and housekeeping
import logging
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', 
    level=logging.INFO)
from gensim import corpora, models, similarities
import numpy as np
import scipy.stats as stats
import matplotlib.pyplot as plt
from subprocess import call

cigrainger

import re, string, sys, nltk
from nltk.stem.wordnet import WordNetLemmatizer
from nltk.corpus import wordnet

lmtzr = WordNetLemmatizer()
pattern=re.compile(r'[^a-zA-Z ]')

def get_wordnet_pos(treebank_tag):
    if treebank_tag.startswith('J'):
        return wordnet.ADJ

cigrainger

import re, string, sys, nltk
from nltk.stem.wordnet import WordNetLemmatizer
from nltk.corpus import wordnet

lmtzr = WordNetLemmatizer()
pattern=re.compile(r'[^a-zA-Z ]')

def get_wordnet_pos(treebank_tag):
    if treebank_tag.startswith('J'):
        return wordnet.ADJ

cigrainger

# Imports and housekeeping
import logging
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', 
    level=logging.INFO)
from gensim import corpora, models, similarities, matutils
import numpy as np
import scipy.stats as stats
import matplotlib.pyplot as plt

# Define KL function

cigrainger

#!/bin/bash
sudo apt-get install python-dev build-essential checkinstall cvs subversion git-core mercurial unzip gfortran autoconf automake libz-dev libsqlite3-dev libncursesw5-dev libssl-dev libgdbm-dev libc6-dev libsqlite3-dev
sudo apt-get install python-setuptools libblas-dev libblas-doc libblas-test libblas3 libblas3gf liblapack-dev liblapack-doc liblapack-doc-man liblapack-pic liblapack-test liblapack3 liblapack3gf liblapacke liblapacke-dev libatlas-base-dev libatlas-dev libatlas-doc libatlas-test libatlas3-base libatlas3gf-base
sudo apt-get -y install libx11-dev
sudo apt-get install r-base r-base-dev
sudo easy_install numpy
sudo easy_install scipy
sudo easy_install gensim[distributed]
sudo apt-get install python-matplotlib
sudo easy_install pandas

cigrainger

import re, string, sys, nltk
from nltk.stem.wordnet import WordNetLemmatizer
from nltk.corpus import wordnet

lmtzr = WordNetLemmatizer()
pattern=re.compile(r'[^a-zA-Z ]')

def get_wordnet_pos(treebank_tag):
    if treebank_tag.startswith('J'):
        return wordnet.ADJ

cigrainger

import re, string, sys, nltk
from nltk.stem.wordnet import WordNetLemmatizer
from nltk.corpus import wordnet
import logging
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', 
    level=logging.INFO)

lmtzr = WordNetLemmatizer()
pattern=re.compile(r'[^a-zA-Z ]')

cigrainger

import re, string, sys, nltk
from nltk.stem.wordnet import WordNetLemmatizer
from nltk.corpus import wordnet
import logging
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', 
    level=logging.INFO)
from joblib import Parallel, delayed

lmtzr = WordNetLemmatizer()
pattern=re.compile(r'[^a-zA-Z ]')

cigrainger

import re, string, sys, nltk
from nltk.stem.wordnet import WordNetLemmatizer
from nltk.corpus import wordnet
import logging
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', 
    level=logging.INFO)
from joblib import Parallel, delayed

lmtzr = WordNetLemmatizer()
pattern=re.compile(r'[^a-zA-Z ]')

cigrainger

import re, string, sys, nltk
from nltk.stem.wordnet import WordNetLemmatizer
from nltk.corpus import wordnet
import logging
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', 
    level=logging.INFO)
from joblib import Parallel, delayed

lmtzr = WordNetLemmatizer()
pattern=re.compile(r'[^a-zA-Z ]')