Fan Du dofine

Movies Recommendation:

MovieLens - Movie Recommendation Data Sets http://www.grouplens.org/node/73
Yahoo! - Movie, Music, and Images Ratings Data Sets http://webscope.sandbox.yahoo.com/catalog.php?datatype=r
Jester - Movie Ratings Data Sets (Collaborative Filtering Dataset) http://www.ieor.berkeley.edu/~goldberg/jester-data/
Cornell University - Movie-review data for use in sentiment-analysis experiments http://www.cs.cornell.edu/people/pabo/movie-review-data/

Music Recommendation:

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname

	# Ubuntu upstart file at /etc/init/yourservice.conf

	pre-start script
	mkdir -p /var/log/yourcompany/
	end script

	respawn
	respawn limit 15 5

	start on runlevel [2345]

	#!/usr/bin/env python
	# -- coding: utf-8 --

	import urllib2

	gh_url = 'https://api.github.com'

	req = urllib2.Request(gh_url)

	password_manager = urllib2.HTTPPasswordMgrWithDefaultRealm()

	from scrapy import log
	from scrapy.item import Item
	from scrapy.http import Request
	from scrapy.contrib.spiders import XMLFeedSpider


	def NextURL():
	"""
	Generate a list of URLs to crawl. You can query a database or come up with some other means
	Note that if you generate URLs to crawl from a scraped URL then you're better of using a

	from collections import namedtuple
	def convert(dictionary):
	return namedtuple('GenericDict', dictionary.keys())(**dictionary)

	"""
	>>> d = dictionary(a=1, b='b', c=[3])
	>>> named = convert(d)
	>>> named.a == d.a
	True
	>>> named.b == d.b

	<?php
	$auth_url = "http://search.isiknowledge.com/esti/wokmws/ws/WOKMWSAuthenticate?wsdl";
	$auth_client = @new SoapClient($auth_url);
	$auth_response = $auth_client->authenticate();

	$search_url = "http://search.isiknowledge.com/esti/wokmws/ws/WokSearchLite?wsdl";
	$search_client = @new SoapClient($search_url);
	$search_client->__setCookie('SID',$auth_response->return);

	$search_array = array(

	## Configure eth0
	#
	# vi /etc/sysconfig/network-scripts/ifcfg-eth0

	DEVICE="eth0"
	NM_CONTROLLED="yes"
	ONBOOT=yes
	HWADDR=A4:BA:DB:37:F1:04
	TYPE=Ethernet
	BOOTPROTO=static

	# Mac OS X Lion introduced a new, iOS-like context menu when you press and hold a key
	# that enables you to choose a character from a menu of options. If you are on Lion
	# try it by pressing and holding down 'e' in any app that uses the default NSTextField
	# for input.
	#
	# It's a nice feature and continues the blending of Mac OS X and iOS features. However,
	# it's a nightmare to deal with in Sublime Text if you're running Vintage (Vim) mode,
	# as it means you cannot press and hold h/j/k/l to move through your file. You have
	# to repeatedly press the keys to navigate.