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MichalKalita

http://www.100reklam.cz
http://10hvezd.cz
http://12plus12.cz
http://www.17november1989.sk
http://1bazar.sk
http://www.1cfc.cz
http://1cornhill.com
http://1site.cz
http://www.1weby.cz
http://24keys.cz

kaja47

<?php

use Atrox\Matcher;
use Atrox\Curl;
use Atrox\Async;

$userListMatcher = Matcher::multi('//table[@class="ui-table-list"]//tr', (object) [
  'url'      => Matcher::single('td/a/@href')->map(function ($x) { return "http://www.csfd.cz$x"; }),
  'points'   => Matcher::single('td[3]')->asInt(),
  'ratings'  => Matcher::single('td[4]')->asInt(),

kaja47

import breeze.linalg._
import breeze.stats
import breeze.numerics._

val dataFile = new File(???)
val userItems: Array[SparseVector[Double]] = loaderUserItemsWithRatings(dataFile, """[ ,:]""".r)
val itemUsers: Array[SparseVector[Double]] = transpose(userItems) map { vec => normalize(vec, 2) }

// weights
val N = DenseVector.fill[Double](itemIndex.size)(userIndex.size) // vector where total numbers of users is repeated