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<!--
.. title: vecto
.. slug: index
.. date: 2018-06-01 09:39:34 UTC
.. tags:
.. category:
.. link:
.. description: Explore dozens of published embeddings!
.. type: text
.. hidetitle: True
.. author: The Vecto Team
-->
<!--img src="/assets/img/vecto-logo2.png" alt="Vecto logo" style="float:left; margin-right: 20px;"-->
<header class="masthead">
<div class="container text-center">
<div class="row">
<div class="col-12 mx-auto">
<!--img src="/assets/img/vecto-logo2.png" alt="Vecto logo" style="display: block; float: left; margin-right: 20px;"/-->
<img src="/assets/img/vecto-logo2.png" alt="Vecto logo"/>
<h1>A reproducible research framework for word, character, sentence embeddings
<sup><a href="./intro.html" style="font-size: small"What is that?</a></sup> and more!</h1>
<br / >
</div>
</div>
</div>
</header>
<div class="container">
<div class="row">
<div class="col-md-6">
<a href="/data/" class="feature-link">
<div class="feature-icon feature-icon-static text-center">
<span class="fa-stack fa-3x">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fa fa-search fa-stack-1x fa-inverse"></i></span>
</div>
<h2 class="index-feature">Explore</h2>
</a>
<p class="text-justify">Get dozens of published embeddings. Experiment with word2vec, GloVe and dozens of other pre-trained and published embeddings with the convenience of Python. Vecto supports all the most popular formats: txt, npy, bin, and hdf5.</p>
</div>
<div class="col-md-6">
<a href="/" class="feature-link">
<div class="feature-icon feature-icon-fast text-center">
<span class="fa-stack fa-3x"><i class="fa fa-circle fa-stack-2x"></i><i class="fa fa-bolt fa-stack-1x fa-inverse"></i></span>
</div>
<h2 class="index-feature">Roll your own</h2>
</a>
<p class="text-justify">Develop your own embedding models with a growing library of sample implementations and deep learning frameworks accessible from Vecto.</p>
</div>
<div class="col-md-6">
<a href="http://vecto.readthedocs.io/en/docs/tutorial/evaluating.html" class="feature-link">
<div class="feature-icon feature-icon-formats text-center">
<span class="fa-stack fa-3x">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fa fa-chart-bar fa-stack-1x fa-inverse"></i>
</span>
</div>
<h2 class="index-feature">Test</h2>
</a>
<p class="text-justify">Experiment with dozens of popular benchmark datasets and sample baseline implementations. Vecto framework is even compatible with multi-lingual experiment designs.</p>
</div>
<div class="col-md-6">
<a href="http://vecto.readthedocs.io/en/docs/tutorial/metadata.html" class="feature-link" target="about:blank">
<div class="feature-icon feature-icon-components text-center">
<span class="fa-stack fa-3x">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fa fa-tags fa-stack-1x fa-inverse"></i>
</span>
</div>
<h2 class="index-feature">Track</h2>
</a>
<p class="text-justify">Vecto helps to you keep track of your experiments. Metadata is assimilated and aggrageted at each step of the piupleine as JSON sniupepts.</p>
</div>
</div>
</div>