---

title: Synthetic Datasets


keywords: fastai
sidebar: home_sidebar

summary: "Methods to generate synthetic sample datasets for concept testing and validations."
description: "Methods to generate synthetic sample datasets for concept testing and validations."
nb_path: "nbs/datasets/datasets.synthetic.ipynb"
---
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<h2 id="Synthetic" class="doc_header"><code>class</code> <code>Synthetic</code><a href="https://github.com/RecoHut-Projects/recohut/tree/master/recohut/datasets/synthetic.py#L10" class="source_link" style="float:right">[source]</a></h2><blockquote><p><code>Synthetic</code>(<strong><code>version</code></strong>=<em><code>'v1'</code></em>)</p>
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<h2 id="Session" class="doc_header"><code>class</code> <code>Session</code><a href="https://github.com/RecoHut-Projects/recohut/tree/master/recohut/datasets/synthetic.py#L76" class="source_link" style="float:right">[source]</a></h2><blockquote><p><code>Session</code>(<strong><code>version</code></strong>=<em><code>'trivago'</code></em>)</p>
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<h2 id="SequentialMarkov" class="doc_header"><code>class</code> <code>SequentialMarkov</code><a href="https://github.com/RecoHut-Projects/recohut/tree/master/recohut/datasets/synthetic.py#L190" class="source_link" style="float:right">[source]</a></h2><blockquote><p><code>SequentialMarkov</code>()</p>
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<p>Originally published here: <a href="https://github.com/maciejkula/spotlight/blob/master/spotlight/datasets/synthetic.py">https://github.com/maciejkula/spotlight/blob/master/spotlight/datasets/synthetic.py</a></p>

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