neilernst

\RequirePackage[debrief,save]{silence}
% %silence filters. I use this with a custom script to pretty-print missing refs.
%\WarningFilter*{latex}{Citation `\@citeb' on page \thepage \space undefined}
\WarningFilter*{natbib}{Citation `\@citeb' on page \thepage \space undefined}
\WarningFilter*{latex}{Label}% `\@thelabel' multiply defined.}
\WarningFilter*{latex}{Reference}% `sec:ASK' on page \thepage undefined}

\documentclass[10pt,oneside]{ut-thesis} %draft
\usepackage{etex}
\makeindex

fnielsen

documents = [ dict(
            email=open("conference/%d.txt" % n).read().strip(), 
            category='conference') for n in range(1,372) ]
documents.extend([ dict( 
            email=open("job/%d.txt" % n).read().strip(),
            category='job') for n in range(1,275)])
documents.extend([ dict( 
            email=open("spam/%d.txt" % n).read().strip(), 
            category='spam') for n in range(1,799) ])

marcelcaraciolo

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

import re
import nltk
from nltk.tokenize import RegexpTokenizer
from nltk import bigrams, trigrams
import math


stopwords = nltk.corpus.stopwords.words('portuguese')

amueller

zacstewart

import os
import numpy
from pandas import DataFrame
from sklearn.feature_extraction.text import CountVectorizer
from sklearn.naive_bayes import MultinomialNB
from sklearn.pipeline import Pipeline
from sklearn.cross_validation import KFold
from sklearn.metrics import confusion_matrix, f1_score

NEWLINE = '\n'

pachadotdev

# See http://pacha.hk/2017-07-12_r_and_python_via_homebrew.html

# XCode CLT
xcode-select --install

# Update Homebrew and add formulae
brew update

# Check for broken dependencies and/or outdated packages
brew doctor

georggr

A curated list of AWS resources to prepare for the AWS Certifications

A curated list of awesome AWS resources you need to prepare for the all 5 AWS Certifications. This gist will include: open source repos, blogs & blogposts, ebooks, PDF, whitepapers, video courses, free lecture, slides, sample test and many other resources.

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