Abu Adan abuadan
abuadan
/ sentiment.py
Created
March 1, 2018 16:04
— forked from bbengfort/sentiment.py
An end-to-end demonstration of a Scikit-Learn SVM classifier trained on the positive and negative movie reviews corpus in NLTK.
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| import os | |
| import time | |
| import string | |
| import pickle | |
| from operator import itemgetter | |
| from nltk.corpus import stopwords as sw | |
| from nltk.corpus import wordnet as wn | |
| from nltk import wordpunct_tokenize |
abuadan
/ Liberal Regex Pattern for All URLs
Created
October 22, 2017 12:26
— forked from gruber/Liberal Regex Pattern for All URLs
Liberal, Accurate Regex Pattern for Matching All URLs
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| The regex patterns in this gist are intended to match any URLs, | |
| including "mailto:foo@example.com", "x-whatever://foo", etc. For a | |
| pattern that attempts only to match web URLs (http, https), see: | |
| https://gist.github.com/gruber/8891611 | |
| # Single-line version of pattern: | |
| (?i)\b((?:[a-z][\w-]+:(?:/{1,3}|[a-z0-9%])|www\d{0,3}[.]|[a-z0-9.\-]+[.][a-z]{2,4}/)(?:[^\s()<>]+|\(([^\s()<>]+|(\([^\s()<>]+\)))*\))+(?:\(([^\s()<>]+|(\([^\s()<>]+\)))*\)|[^\s`!()\[\]{};:'".,<>?«»“”‘’])) |