---
jupyter-version: "4.6.3"
notebook-version: "6.1.6"
nbconvert-version: "6.0.6"
---
<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>

<link rel="stylesheet" href="{{ '/assets/css/jupyter-highlighter.css' | relative_url }}">
<style type="text/css">
  .container {
    width: 90% !important;
}
</style>
<link rel="stylesheet" href="{{ '/assets/css/jupyter-notebook.css' | relative_url }}">
<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}
// div#notebook-container{
//  padding: 6ex 12ex 8ex 12ex;
// }
@media print {
  body {
    margin: 0;
  }
  div.cell {
    display: block;
    page-break-inside: avoid;
  }
  div.output_wrapper {
    display: block;
    page-break-inside: avoid;
  }
  div.output {
    display: block;
    page-break-inside: avoid;
  }
}
</style>

<!-- Load mathjax -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-MML-AM_CHTML-full,Safe"> </script>
<!-- MathJax configuration -->
<script type="text/x-mathjax-config">
init_mathjax = function() {
  if (window.MathJax) {
    // MathJax loaded
    MathJax.Hub.Config({
      TeX: {
        equationNumbers: {
        autoNumber: "AMS",
        useLabelIds: true
        }
      },
      tex2jax: {
        inlineMath: [ ['$','$'], ["\\(","\\)"] ],
        displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
        processEscapes: true,
        processEnvironments: true
      },
      displayAlign: 'center',
      CommonHTML: {
        linebreaks: {
        automatic: true
        }
      },
      "HTML-CSS": {
        linebreaks: {
        automatic: true
        }
      }
    });
    MathJax.Hub.Queue(["Typeset", MathJax.Hub]);
  }
}
init_mathjax();
</script>
<!-- End of mathjax configuration -->
<body>
{{ content }}
<script>
function resizeParentIframe() {
  $(parent.document.getElementById(window.name)).css({
    'border': 0,
    'width': '100%',
    'height': document.body.scrollHeight
  });
}
window.onload = resizeParentIframe;
window.onresize = resizeParentIframe;
$('img').on('load', resizeParentIframe);
</script>
</body>
</html>