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<!-- This site is based on the webpage of Judea Pearl, thanks a lot. http://bayes.cs.ucla.edu/jp_home.html -->
<html>
<head>
<!-- Google tag (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-KHLCBJRR7P"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag() { dataLayer.push(arguments); }
gtag('js', new Date());
gtag('config', 'G-KHLCBJRR7P');
</script>
<meta name="GENERATOR" content="Microsoft FrontPage 4.0">
<meta name="ProgId" content="FrontPage.Editor.Document">
<title>Software</title>
</head>
<body bgcolor="fffff0">
<p align="center">
<font face="arial" size="2"><b>
<font color="#003366">FELIX RIOS: <br>PUBLICATIONS, SUBMISSIONS, AND
WORKING PAPERS
</b>
</p>
<p align="center">
<a href="index.html" target="_top">HOME</a>    
<a href="csl_papers.html">PUBLICATIONS</a>    
<a href="talks.html">TALKS</a>    
<a href="software.html">SOFTWARE</a>    
<a href="stat_bio.html">BIO</a>    
</p>
<dl>
<p>
<font face="arial" size="2">
<!-- <p>Research was partially supported by grants from AFOSR, NIH, NSF and ONR (MURI). </p> -->
<p>
<dt>
<font face="arial" size="2"><b>
<font color="#000099">(S-4):</font>
</b>
<a href="https://github.com/felixleopoldo/dncDagger" target="_blank">[code]</a> <a class="reference external" href="https://GitHub.com/felixleopoldo/dncDagger/stargazers/" target="_blank"><img alt="GitHub stars" src="https://img.shields.io/github/stars/felixleopoldo/dncDagger.svg?style=social&label=Star&maxAge=2592000" /></a>
</font>
</dt>
<dt>
<font face="arial" size="2"><b>"dncDagger"</b>,
A C++ program interfaced in R for so-called exact learning of DAG models (Bayesian networks), showing that exact discovery is polynomial for certain sparse DAGs (e.g. matchings).
</font>
<p>
</p>
</dt>
<dt>
<font face="arial" size="2"><b>
<font color="#000099">(S-3):</font>
</b>
<a href="https://cstrees.readthedocs.io/en/latest/" target="_blank">[docs]</a>
<a href="https://github.com/felixleopoldo/cstrees" target="_blank">[code]</a> <a class="reference external" href="https://GitHub.com/felixleopoldo/cslearn/stargazers/" target="_blank"><img alt="GitHub stars" src="https://img.shields.io/github/stars/felixleopoldo/cslearn.svg?style=social&label=Star&maxAge=2592000" /></a>
</font>
</dt>
<dt>
<font face="arial" size="2"><b>"CStrees"</b>,
A Python package for context-specific graphical models
</font>
<p>
</p>
</dt>
<dt>
<font face="arial" size="2"><b>
<font color="#000099">(S-2):</font>
</b>
<a href="https://benchpressdocs.readthedocs.io/en/latest/" target="_blank">[docs]</a>
<a href="https://github.com/felixleopoldo/benchpress" target="_blank">[code]</a> <a class="reference external" href="https://GitHub.com/felixleopoldo/benchpress/stargazers/" target="_blank"><img alt="GitHub stars" src="https://img.shields.io/github/stars/felixleopoldo/benchpress.svg?style=social&label=Star&maxAge=2592000" /></a>
</font>
</dt>
<dt>
<font face="arial" size="2"><b>"Benchpress"</b>
Benchpress started out from an idea to solve the benchmarking problem for causal discovery and structure learning once and for all.
However, it has grown into a platform that also enables practitioners and researchers to get access to state-of-the-art open source algorithms that can be used for
analysis without any coding. It requires minimal installation and scale seamlessly thanks to <a href="https://snakemake.readthedocs.io/en/stable/" target="_blank">Snakemake</a>.
</br>
</font>
<p>
</p>
</dt>
<dt>
<font face="arial" size="2"><b>
<font color="#000099">(S-1):</font>
</b>
<a href="https://github.com/felixleopoldo/trilearn" target="_blank">[code]</a> <a class="reference external" href="https://GitHub.com/felixleopoldo/trilearn/stargazers/" target="_blank"><img alt="GitHub stars" src="https://img.shields.io/github/stars/felixleopoldo/trilearn.svg?style=social&label=Star&maxAge=2592000" /></a>
</font>
</dt>
<dt>
<font face="arial" size="2"><b>"trilearn"</b>,
A Python package for decomposable graphical models including structure learning and
classification
</font>
<p>
</p>
</dt>
<p>
<font face="arial" size="2">Return to <a href="index.html" target="_top">Rios'
HomePage</a>
<!----------------------- Requests ----------------------->
</font>
</p>
<hr>
<p>
<font face="arial" size="2">REPORT REQUESTS are to be directed to: </font>
</p>
<p>
<font face="arial" size="2"> </font>
</p>
<address>
<p>
<font face="arial" size="2"> Felix Rios (felix.leopoldo.rios@gmail.com)
Stockholm, Sweden </font>
</p>
</address>
</body>
</html>