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Alinson S. Xavier 5 years ago
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<link rel="/img/favicon.ico"> <link rel="shortcut icon" href="/img/favicon.ico">
<title>MIPLearn</title> <title>MIPLearn</title>
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<link href="/css/cinder.min.css" rel="stylesheet"> <link href="/css/cinder.min.css" rel="stylesheet">
<link rel="stylesheet" href="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/styles/github.min.css">
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<script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script> <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
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<script src="/js/base.js"></script> <script src="/js/base.js"></script>

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<title>About - MIPLearn</title> <title>About - MIPLearn</title>
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<link href="../css/cinder.min.css" rel="stylesheet"> <link href="../css/cinder.min.css" rel="stylesheet">
<link rel="stylesheet" href="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/styles/github.min.css">
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<link rel="../img/favicon.ico"> <link rel="shortcut icon" href="../img/favicon.ico">
<title>Benchmark - MIPLearn</title> <title>Benchmark - MIPLearn</title>
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<link href="../css/cinder.min.css" rel="stylesheet"> <link href="../css/cinder.min.css" rel="stylesheet">
<link rel="stylesheet" href="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/styles/github.min.css">
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</ul> </ul>
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@ -207,7 +211,13 @@ benchmark.parallel_solve(test_instances)
</footer> </footer>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script> <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
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<script src="../js/base.js"></script> <script src="../js/base.js"></script>

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<link rel="../img/favicon.ico"> <link rel="shortcut icon" href="../img/favicon.ico">
<title>Customization - MIPLearn</title> <title>Customization - MIPLearn</title>
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<link href="../css/cinder.min.css" rel="stylesheet"> <link href="../css/cinder.min.css" rel="stylesheet">
<link rel="stylesheet" href="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/styles/github.min.css">
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</ul> </ul>
</div> </div>
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</footer> </footer>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script> <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
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<link rel="img/favicon.ico"> <link rel="shortcut icon" href="img/favicon.ico">
<title>Home - MIPLearn</title> <title>Home - MIPLearn</title>
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<link href="css/cinder.min.css" rel="stylesheet"> <link href="css/cinder.min.css" rel="stylesheet">
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</a> </a>
</li> </li>
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<a href="https://github.com/ANL-CEEESA/MIPLearn/edit/master/src/docs/index.md"><i class="fab fa-github"></i> Edit on GitHub</a> <a href="https://github.com/ANL-CEEESA/MIPLearn/edit/dev/docs/index.md"><i class="fab fa-github"></i> Edit on GitHub</a>
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</footer> </footer>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script> <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
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<script src="js/base.js"></script> <script src="js/base.js"></script>
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</html> </html>
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Build Date UTC : 2020-08-29 22:17:08 Build Date UTC : 2020-08-29 23:20:15.762305+00:00
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<link rel="../img/favicon.ico"> <link rel="shortcut icon" href="../img/favicon.ico">
<title>Problems - MIPLearn</title> <title>Problems - MIPLearn</title>
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</footer> </footer>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script> <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
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<link rel="../img/favicon.ico"> <link rel="shortcut icon" href="../img/favicon.ico">
<title>Usage - MIPLearn</title> <title>Usage - MIPLearn</title>
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<link href="../css/cinder.min.css" rel="stylesheet"> <link href="../css/cinder.min.css" rel="stylesheet">
<link rel="stylesheet" href="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/styles/github.min.css">
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<h1 id="usage">Usage</h1> <h1 id="usage">Usage</h1>
<h3 id="installation">Installation</h3> <h3 id="installation">Installation</h3>
<p>MIPLearn is mainly written in Python, with some components written in Julia. For this <p>In these docs, we describe the Python/Pyomo version of the package, although a <a href="https://github.com/ANL-CEEESA/MIPLearn.jl">Julia/JuMP version</a> is also available. A mixed-integer solver is also required and its Python bindings must be properly installed. Supported solvers are currently CPLEX and Gurobi.</p>
reason, both Python 3.6+ and Julia 1.3+ are required. A mixed-integer solver is also required, and <p>To install MIPLearn, run: </p>
its Python bindings must be properly installed. Supported solvers are CPLEX and <pre><code class="bash">pip3 install miplearn
Gurobi. Optimization problems currently need to be specified in the Pyomo modeling language.
A JuMP interface to the package is currently under development.</p>
<p>To install MIPLearn, run the following commands: </p>
<pre><code class="bash">git clone https://github.com/ANL-CEEESA/MIPLearn.git
cd MIPLearn
make install
</code></pre> </code></pre>
<p>After installation, the package <code>miplearn</code> should become available to Python. It can be imported <p>After installation, the package <code>miplearn</code> should become available to Python. It can be imported
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<pre><code class="python">import miplearn <pre><code class="python">import miplearn
</code></pre> </code></pre>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>To install MIPLearn in another Python environment, switch to that environment before running <code>make install</code>. To install the package in development mode, run <code>make develop</code> instead.</p>
</div>
<h3 id="using-learningsolver">Using <code>LearningSolver</code></h3> <h3 id="using-learningsolver">Using <code>LearningSolver</code></h3>
<p>The main class provided by this package is <code>LearningSolver</code>, a learning-enhanced MIP solver which uses information from previously solved instances to accelerate the solution of new instances. The following example shows its basic usage:</p> <p>The main class provided by this package is <code>LearningSolver</code>, a learning-enhanced MIP solver which uses information from previously solved instances to accelerate the solution of new instances. The following example shows its basic usage:</p>
<pre><code class="python">from miplearn import LearningSolver <pre><code class="python">from miplearn import LearningSolver
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<link rel="/img/favicon.ico"> <link rel="shortcut icon" href="/img/favicon.ico">
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<title>About - MIPLearn</title> <title>About - MIPLearn</title>
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</ul> </ul>
</div> </div>
@ -207,7 +211,13 @@ benchmark.parallel_solve(test_instances)
</footer> </footer>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script> <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
<script src="../js/bootstrap-3.0.3.min.js"></script> <script src="../js/bootstrap-3.0.3.min.js"></script>
<script src="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/highlight.min.js"></script>
<script>hljs.initHighlightingOnLoad();</script>
<script>var base_url = ".."</script> <script>var base_url = ".."</script>
<script src="../js/base.js"></script> <script src="../js/base.js"></script>

14
dev/customization/index.html
Unescape View File

@ -8,7 +8,7 @@
<link rel="../img/favicon.ico"> <link rel="shortcut icon" href="../img/favicon.ico">
<title>Customization - MIPLearn</title> <title>Customization - MIPLearn</title>
@ -24,6 +24,10 @@
<link href="../css/cinder.min.css" rel="stylesheet"> <link href="../css/cinder.min.css" rel="stylesheet">
<link rel="stylesheet" href="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/styles/github.min.css">
<link href="../css/custom.css" rel="stylesheet"> <link href="../css/custom.css" rel="stylesheet">
<!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries --> <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@ -118,7 +122,7 @@
</a> </a>
</li> </li>
<li> <li>
<a href="https://github.com/ANL-CEEESA/MIPLearn/edit/master/src/docs/customization.md"><i class="fab fa-github"></i> Edit on GitHub</a> <a href="https://github.com/ANL-CEEESA/MIPLearn/edit/dev/docs/customization.md"><i class="fab fa-github"></i> Edit on GitHub</a>
</li> </li>
</ul> </ul>
</div> </div>
@ -301,7 +305,13 @@ comp.fit(train_instances)
</footer> </footer>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script> <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
<script src="../js/bootstrap-3.0.3.min.js"></script> <script src="../js/bootstrap-3.0.3.min.js"></script>
<script src="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/highlight.min.js"></script>
<script>hljs.initHighlightingOnLoad();</script>
<script>var base_url = ".."</script> <script>var base_url = ".."</script>
<script src="../js/base.js"></script> <script src="../js/base.js"></script>

18
dev/index.html
Unescape View File

@ -8,7 +8,7 @@
<link rel="img/favicon.ico"> <link rel="shortcut icon" href="img/favicon.ico">
<title>Home - MIPLearn</title> <title>Home - MIPLearn</title>
@ -24,6 +24,10 @@
<link href="css/cinder.min.css" rel="stylesheet"> <link href="css/cinder.min.css" rel="stylesheet">
<link rel="stylesheet" href="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/styles/github.min.css">
<link href="css/custom.css" rel="stylesheet"> <link href="css/custom.css" rel="stylesheet">
<!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries --> <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@ -118,7 +122,7 @@
</a> </a>
</li> </li>
<li> <li>
<a href="https://github.com/ANL-CEEESA/MIPLearn/edit/master/src/docs/index.md"><i class="fab fa-github"></i> Edit on GitHub</a> <a href="https://github.com/ANL-CEEESA/MIPLearn/edit/dev/docs/index.md"><i class="fab fa-github"></i> Edit on GitHub</a>
</li> </li>
</ul> </ul>
</div> </div>
@ -189,7 +193,13 @@
</footer> </footer>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script> <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
<script src="js/bootstrap-3.0.3.min.js"></script> <script src="js/bootstrap-3.0.3.min.js"></script>
<script src="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/highlight.min.js"></script>
<script>hljs.initHighlightingOnLoad();</script>
<script>var base_url = "."</script> <script>var base_url = "."</script>
<script src="js/base.js"></script> <script src="js/base.js"></script>
@ -268,6 +278,6 @@
</html> </html>
<!-- <!--
MkDocs version : 1.0.4 MkDocs version : 1.1.2
Build Date UTC : 2020-08-29 23:08:22 Build Date UTC : 2020-08-29 23:20:16.579703+00:00
--> -->

14
dev/problems/index.html
Unescape View File

@ -8,7 +8,7 @@
<link rel="../img/favicon.ico"> <link rel="shortcut icon" href="../img/favicon.ico">
<title>Problems - MIPLearn</title> <title>Problems - MIPLearn</title>
@ -24,6 +24,10 @@
<link href="../css/cinder.min.css" rel="stylesheet"> <link href="../css/cinder.min.css" rel="stylesheet">
<link rel="stylesheet" href="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/styles/github.min.css">
<link href="../css/custom.css" rel="stylesheet"> <link href="../css/custom.css" rel="stylesheet">
<!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries --> <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@ -118,7 +122,7 @@
</a> </a>
</li> </li>
<li> <li>
<a href="https://github.com/ANL-CEEESA/MIPLearn/edit/master/src/docs/problems.md"><i class="fab fa-github"></i> Edit on GitHub</a> <a href="https://github.com/ANL-CEEESA/MIPLearn/edit/dev/docs/problems.md"><i class="fab fa-github"></i> Edit on GitHub</a>
</li> </li>
</ul> </ul>
</div> </div>
@ -301,7 +305,13 @@ from the provided probability distributions <code>K</code> and <code>u</code>.</
</footer> </footer>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script> <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
<script src="../js/bootstrap-3.0.3.min.js"></script> <script src="../js/bootstrap-3.0.3.min.js"></script>
<script src="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/highlight.min.js"></script>
<script>hljs.initHighlightingOnLoad();</script>
<script>var base_url = ".."</script> <script>var base_url = ".."</script>
<script src="../js/base.js"></script> <script src="../js/base.js"></script>

779
dev/search/lunr.js
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4
dev/search/main.js
Unescape View File

@ -43,7 +43,7 @@ function displayResults (results) {
function doSearch () { function doSearch () {
var query = document.getElementById('mkdocs-search-query').value; var query = document.getElementById('mkdocs-search-query').value;
if (query.length > 2) { if (query.length > min_search_length) {
if (!window.Worker) { if (!window.Worker) {
displayResults(search(query)); displayResults(search(query));
} else { } else {
@ -73,6 +73,8 @@ function onWorkerMessage (e) {
} else if (e.data.results) { } else if (e.data.results) {
var results = e.data.results; var results = e.data.results;
displayResults(results); displayResults(results);
} else if (e.data.config) {
min_search_length = e.data.config.min_search_length-1;
} }
} }

2
dev/search/search_index.json
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2
dev/search/worker.js
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@ -58,6 +58,7 @@ function onScriptsLoaded () {
if (data.config && data.config.separator && data.config.separator.length) { if (data.config && data.config.separator && data.config.separator.length) {
lunr.tokenizer.separator = new RegExp(data.config.separator); lunr.tokenizer.separator = new RegExp(data.config.separator);
} }
if (data.index) { if (data.index) {
index = lunr.Index.load(data.index); index = lunr.Index.load(data.index);
data.docs.forEach(function (doc) { data.docs.forEach(function (doc) {
@ -84,6 +85,7 @@ function onScriptsLoaded () {
console.log('Lunr index built, search ready'); console.log('Lunr index built, search ready');
} }
allowSearch = true; allowSearch = true;
postMessage({config: data.config});
postMessage({allowSearch: allowSearch}); postMessage({allowSearch: allowSearch});
} }

18
dev/sitemap.xml
Unescape View File

@ -1,31 +1,25 @@
<?xml version="1.0" encoding="UTF-8"?> <?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"> <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"><url>
<url>
<loc>None</loc> <loc>None</loc>
<lastmod>2020-08-29</lastmod> <lastmod>2020-08-29</lastmod>
<changefreq>daily</changefreq> <changefreq>daily</changefreq>
</url> </url><url>
<url>
<loc>None</loc> <loc>None</loc>
<lastmod>2020-08-29</lastmod> <lastmod>2020-08-29</lastmod>
<changefreq>daily</changefreq> <changefreq>daily</changefreq>
</url> </url><url>
<url>
<loc>None</loc> <loc>None</loc>
<lastmod>2020-08-29</lastmod> <lastmod>2020-08-29</lastmod>
<changefreq>daily</changefreq> <changefreq>daily</changefreq>
</url> </url><url>
<url>
<loc>None</loc> <loc>None</loc>
<lastmod>2020-08-29</lastmod> <lastmod>2020-08-29</lastmod>
<changefreq>daily</changefreq> <changefreq>daily</changefreq>
</url> </url><url>
<url>
<loc>None</loc> <loc>None</loc>
<lastmod>2020-08-29</lastmod> <lastmod>2020-08-29</lastmod>
<changefreq>daily</changefreq> <changefreq>daily</changefreq>
</url> </url><url>
<url>
<loc>None</loc> <loc>None</loc>
<lastmod>2020-08-29</lastmod> <lastmod>2020-08-29</lastmod>
<changefreq>daily</changefreq> <changefreq>daily</changefreq>

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14
dev/usage/index.html
Unescape View File

@ -8,7 +8,7 @@
<link rel="../img/favicon.ico"> <link rel="shortcut icon" href="../img/favicon.ico">
<title>Usage - MIPLearn</title> <title>Usage - MIPLearn</title>
@ -24,6 +24,10 @@
<link href="../css/cinder.min.css" rel="stylesheet"> <link href="../css/cinder.min.css" rel="stylesheet">
<link rel="stylesheet" href="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/styles/github.min.css">
<link href="../css/custom.css" rel="stylesheet"> <link href="../css/custom.css" rel="stylesheet">
<!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries --> <!-- HTML5 shim and Respond.js IE8 support of HTML5 elements and media queries -->
@ -118,7 +122,7 @@
</a> </a>
</li> </li>
<li> <li>
<a href="https://github.com/ANL-CEEESA/MIPLearn/edit/master/src/docs/usage.md"><i class="fab fa-github"></i> Edit on GitHub</a> <a href="https://github.com/ANL-CEEESA/MIPLearn/edit/dev/docs/usage.md"><i class="fab fa-github"></i> Edit on GitHub</a>
</li> </li>
</ul> </ul>
</div> </div>
@ -266,7 +270,13 @@ solver.parallel_solve(test_instances)
</footer> </footer>
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script> <script src="//ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
<script src="../js/bootstrap-3.0.3.min.js"></script> <script src="../js/bootstrap-3.0.3.min.js"></script>
<script src="//cdn.jsdelivr.net/gh/highlightjs/cdn-release@9.18.0/build/highlight.min.js"></script>
<script>hljs.initHighlightingOnLoad();</script>
<script>var base_url = ".."</script> <script>var base_url = ".."</script>
<script src="../js/base.js"></script> <script src="../js/base.js"></script>

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