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@Newmu
Newmu / model.py
Created December 11, 2014 01:14
~0.96 on Kaggle IMDB using stupid learning instead of "deep learning"
import numpy as np
import pandas as pd
from lxml import html
from sklearn import metrics
from sklearn.cross_validation import train_test_split
from sklearn.linear_model import LogisticRegression as LR
from sklearn.feature_extraction.text import TfidfVectorizer
def clean(text):
return html.fromstring(text).text_content().lower().strip()
javascript:(function(e,a,g,h,f,c,b,d)%7Bif(!(f=e.jQuery)%7C%7Cg%3Ef.fn.jquery%7C%7Ch(f))%7Bc=a.createElement(%22script%22);c.type=%22text/javascript%22;c.src=%22http://ajax.googleapis.com/ajax/libs/jquery/%22+g+%22/jquery.min.js%22;c.onload=c.onreadystatechange=function()%7Bif(!b&&(!(d=this.readyState)%7C%7Cd==%22loaded%22%7C%7Cd==%22complete%22))%7Bh((f=e.jQuery).noConflict(1),b=1);f(c).remove()%7D%7D;a.documentElement.childNodes%5B0%5D.appendChild(c)%7D%7D)(window,document,%221.3.2%22,function($,L)%7B$('%23header,%20.pagehead,%20.breadcrumb,%20.commit,%20.meta,%20%23footer,%20%23footer-push,%20.wiki-actions,%20%23last-edit,%20.actions,%20.header').remove();%20$('%23files,%20.file').css(%7B%22background%22:%22none%22,%20%22border%22:%22none%22%7D);%20$('link').removeAttr('media');%7D);
@armonge
armonge / admin.py
Created January 13, 2012 04:13
Show an image in django admin list_display, using sorl-thumbnail
class ProductAdmin(admin.ModelAdmin):
list_display = ('name','thumb')
def thumb(self, obj):
return render_to_string('thumb.html',{
'image': obj.image
})
thumb.allow_tags = True
@potch
potch / gist_line_numbers.css
Created September 26, 2011 18:53
CSS to add line numbers to embedded gists
.gist-highlight {
border-left: 3ex solid #eee;
position: relative;
}
.gist-highlight pre {
counter-reset: linenumbers;
}
.gist-highlight pre div:before {