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index.html
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---
layout: default
---
<!-- Header-->
<header class="text-white particles-background">
<div class="container px-4 text-center">
<div class="row g-4 justify-content-center align-items-top text-center">
<div class="col-lg-8">
<div class="logo"><img src="{{site.url}}/assets/img/logo/logo.svg" alt="Graph Machine Learning Group" /></div>
<h1 class="fw-bolder">Graph Machine Learning Group</h1>
<p class="lead">Graph machine learning • Non-stationary environments • Spatiotemporal data • Reinforcement learning • Dynamical systems</p>
<p><a href="https://idsia.ch" class="text-white"><i><svg class="bi me-2 align-text-center" width="1.5rem" height="1.5rem" fill="currentColor">
<use xlink:href="#idsia-icon" /></svg></i>The Swiss AI Lab IDSIA</a></p>
<p><a href="https://usi.ch" class="text-white"><i><svg class="bi me-2 align-text-bottom" width="1.25rem" height="1.25rem" fill="currentColor">
<use xlink:href="#usi-icon" /></svg></i>Università della Svizzera italiana</a></p>
</div>
</div>
</header>
<!-- About section-->
<section id="about">
<div class="container px-4">
<div class="row gx-4 justify-content-center">
<div class="col-lg-8">
<h2>About GMLG</h2>
<p class="lead">We are a research team part of the <a href="http://www.idsia.ch/">Swiss AI Lab (IDSIA)</a> at <a href="https://usi.ch/">Università della Svizzera italiana</a>, Lugano, Switzerland. The group is led by Prof. Cesare Alippi.</p>
<p class="lead">The group was previously under the <a href="{{ 'alari.html' | relative_url }}">ALaRI</a> institute.</p>
<a class="btn btn-outline-primary" href="{{site.url}}/people.html" role="button">Meet our team</a>
</div>
</div>
</div>
</section>
<!-- Gropu picture divider -->
<section id="group-picture-divider">
<div class="dark-overlay"></div>
</section>
<!-- News section -->
<section class="bg-light">
<div class="container px-4">
<div class="row gx-4 justify-content-center">
<h2 class="text-center">News</h2>
<div class="col-12 col-md-8 col-lg-5 my-2">
<ul class="list-group list-group-flush">
{% for news in site.data.news limit:5 %}
<li class="list-group-item" style="background: none;">
<span class="mb-1 text-muted fw-light" style="font-size: .8em;">{{news.date | date: "%b %Y"}}</span><br>
{{news.text}}
</li>
{% endfor %}
</ul>
</div>
<div class="col-12 col-md-4 col-lg-3 my-2">
<a class="twitter-timeline" data-height="500" data-theme="light" href="https://twitter.com/GMLG_Lugano?ref_src=twsrc%5Etfw">Tweets by GMLG_Lugano</a> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
</div>
</div>
</div>
</section>
<!-- Research section-->
<section class="text-white particles-background">
<div class="container px-4">
<div class="row gx-4 justify-content-center">
<div class="col-lg-8">
<h2>Research</h2>
<p class="lead">Our research focuses on <mark>graph machine learning</mark>, <mark>non-stationary environments</mark>, <mark>dynamical systems</mark>, and <mark>reinforcement learning</mark>.<br>
We also apply machine learning in many diverse fields, including neuroscience, power grids, chemistry, and agriculture, among many others.</p>
<a class="btn btn-outline-light" href="{{site.url}}/publications.html" role="button">Our publications</a>
</div>
</div>
</div>
</section>
<!-- Open Source section-->
<section id="contact">
<div class="container px-4">
<div class="row gx-4 justify-content-center">
<div class="col-lg-8">
<h2>Open Source</h2>
<p class="lead">Our group is active in open source software development and we maintain several Python libraries based on our research. Check out also the <a href="https://github.com/Graph-Machine-Learning-Group">group GitHub page</a> for code related to our papers.</p>
<div class="card-series">
{% for os_project in site.data.open_source %}
<div class="card horizontal-card">
<div class="horizontal-card-image">
<img src="{{site.url}}/assets/img/open_source/{{os_project.img}}" alt="" />
</div>
<div class="horizontal-card-content">
<h5 class="horizontal-card-title"><b>{{os_project.name}}</b></h5>
<p>{{os_project.description}}</p>
<div class="horizontal-card-action">
{% include links_list.html links=os_project.links%}
</div>
</div>
</div>
{% endfor %}
</div>
<p class="text-muted">The development of Spektral and CDG was supported by project ALPSFORT (200021 172671) of the Swiss National Science Foundation.</p>
</div>
</div>
</div>
</section>