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experiments.html
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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<title>experiments</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>
<style type="text/css">
/*!
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<div class=" highlight hl-ipython2"><pre><span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span>
<span class="kn">from</span> <span class="nn">code.data</span> <span class="kn">import</span> <span class="n">Data</span>
<span class="kn">from</span> <span class="nn">code.clustering</span> <span class="kn">import</span> <span class="n">TrackClustering</span>
<span class="kn">from</span> <span class="nn">code.experiments</span> <span class="kn">import</span> <span class="o">*</span>
<span class="kn">from</span> <span class="nn">code.models</span> <span class="kn">import</span> <span class="o">*</span>
<span class="o">%</span><span class="k">matplotlib</span> inline
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<div class=" highlight hl-ipython2"><pre><span class="o">%</span><span class="k">load_ext</span> autoreload
<span class="o">%</span><span class="k">autoreload</span> 2
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<div class=" highlight hl-ipython2"><pre><span class="c">#Please download the dataset from http://mtg.upf.edu/static/datasets/last.fm/lastfm-dataset-1K.tar.gz </span>
<span class="c">#and extract it in to this directory</span>
<span class="n">data</span> <span class="o">=</span> <span class="n">Data</span><span class="p">(</span><span class="s">"dataset\lastfm-dataset-1K\userid-timestamp-artid-artname-traid-traname.tsv"</span><span class="p">)</span>
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<pre>Skipping line 2120260: expected 6 fields, saw 8
Skipping line 2446318: expected 6 fields, saw 8
Skipping line 11141081: expected 6 fields, saw 8
Skipping line 11152099: expected 6 fields, saw 12
Skipping line 11152402: expected 6 fields, saw 8
Skipping line 11882087: expected 6 fields, saw 8
Skipping line 12902539: expected 6 fields, saw 8
Skipping line 12935044: expected 6 fields, saw 8
Skipping line 17589539: expected 6 fields, saw 8
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<h4 id="Experiment-to-check-if-testing-finish-date-is-important-to-the-results">Experiment to check if testing finish date is important to the results<a class="anchor-link" href="#Experiment-to-check-if-testing-finish-date-is-important-to-the-results">¶</a></h4>
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<div class=" highlight hl-ipython2"><pre><span class="n">training_lengths</span> <span class="o">=</span> <span class="p">[</span><span class="mi">21</span><span class="p">,</span><span class="mi">14</span><span class="p">,</span><span class="mi">7</span><span class="p">]</span>
<span class="n">testing_lengths</span> <span class="o">=</span> <span class="p">[</span><span class="mi">7</span><span class="p">]</span>
<span class="n">testing_finish_dates</span> <span class="o">=</span> <span class="p">[</span><span class="n">datetime</span><span class="p">(</span><span class="mi">2009</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">5</span><span class="p">),</span> <span class="n">datetime</span><span class="p">(</span><span class="mi">2009</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">8</span><span class="p">),</span> <span class="n">datetime</span><span class="p">(</span><span class="mi">2009</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">7</span><span class="p">)]</span>
<span class="n">experiment</span> <span class="o">=</span> <span class="n">DataExperiment</span><span class="p">(</span><span class="n">training_lengths</span><span class="p">,</span> <span class="n">testing_lengths</span><span class="p">,</span> <span class="n">testing_finish_dates</span><span class="p">,</span> <span class="n">AllPreviousTracks</span><span class="p">)</span>
<span class="n">experiment</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">exp_id</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
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