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plot_gallery.html
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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<title>plot_gallery</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>
<style type="text/css">
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<h1 id="GetDist-iPython-Plot-Gallery">GetDist iPython Plot Gallery<a class="anchor-link" href="#GetDist-iPython-Plot-Gallery">¶</a></h1>
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<div class=" highlight hl-ipython2"><pre><span class="c">#Show plots inline, and load main getdist plot module and samples class</span>
<span class="o">%</span><span class="k">matplotlib</span> inline
<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">print_function</span>
<span class="kn">from</span> <span class="nn">getdist</span> <span class="kn">import</span> <span class="n">plots</span><span class="p">,</span> <span class="n">MCSamples</span>
<span class="kn">import</span> <span class="nn">getdist</span><span class="o">,</span> <span class="nn">IPython</span>
<span class="k">print</span><span class="p">(</span><span class="s">'Version: '</span><span class="p">,</span><span class="n">getdist</span><span class="o">.</span><span class="n">__version__</span><span class="p">)</span>
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<pre>Version: 0.2.4
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<div class=" highlight hl-ipython2"><pre><span class="c">#Get some random samples for demonstration:</span>
<span class="c">#make random covariance, then independent samples from Gaussian</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="kn">as</span> <span class="nn">np</span>
<span class="n">ndim</span> <span class="o">=</span> <span class="mi">4</span>
<span class="n">nsamp</span> <span class="o">=</span> <span class="mi">10000</span>
<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
<span class="n">A</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="n">ndim</span><span class="p">,</span><span class="n">ndim</span><span class="p">)</span>
<span class="n">cov</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">A</span><span class="p">,</span> <span class="n">A</span><span class="o">.</span><span class="n">T</span><span class="p">)</span>
<span class="n">samps</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">multivariate_normal</span><span class="p">([</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">ndim</span><span class="p">,</span> <span class="n">cov</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="n">nsamp</span><span class="p">)</span>
<span class="n">A</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="n">ndim</span><span class="p">,</span><span class="n">ndim</span><span class="p">)</span>
<span class="n">cov</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">A</span><span class="p">,</span> <span class="n">A</span><span class="o">.</span><span class="n">T</span><span class="p">)</span>
<span class="n">samps2</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">multivariate_normal</span><span class="p">([</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">ndim</span><span class="p">,</span> <span class="n">cov</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="n">nsamp</span><span class="p">)</span>
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<div class=" highlight hl-ipython2"><pre><span class="c">#Get the getdist MCSamples objects for the samples, specifying same parameter</span>
<span class="c">#names and labels; if not specified weights are assumed to all be unity</span>
<span class="n">names</span> <span class="o">=</span> <span class="p">[</span><span class="s">"x</span><span class="si">%s</span><span class="s">"</span><span class="o">%</span><span class="k">i</span> for i in range(ndim)]
<span class="n">labels</span> <span class="o">=</span> <span class="p">[</span><span class="s">"x_</span><span class="si">%s</span><span class="s">"</span><span class="o">%</span><span class="k">i</span> for i in range(ndim)]
<span class="n">samples</span> <span class="o">=</span> <span class="n">MCSamples</span><span class="p">(</span><span class="n">samples</span><span class="o">=</span><span class="n">samps</span><span class="p">,</span><span class="n">names</span> <span class="o">=</span> <span class="n">names</span><span class="p">,</span> <span class="n">labels</span> <span class="o">=</span> <span class="n">labels</span><span class="p">)</span>
<span class="n">samples2</span> <span class="o">=</span> <span class="n">MCSamples</span><span class="p">(</span><span class="n">samples</span><span class="o">=</span><span class="n">samps2</span><span class="p">,</span><span class="n">names</span> <span class="o">=</span> <span class="n">names</span><span class="p">,</span> <span class="n">labels</span> <span class="o">=</span> <span class="n">labels</span><span class="p">)</span>
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<div class=" highlight hl-ipython2"><pre><span class="c">#Triangle plot</span>
<span class="n">g</span> <span class="o">=</span> <span class="n">plots</span><span class="o">.</span><span class="n">getSubplotPlotter</span><span class="p">()</span>
<span class="n">g</span><span class="o">.</span><span class="n">triangle_plot</span><span class="p">([</span><span class="n">samples</span><span class="p">,</span> <span class="n">samples2</span><span class="p">],</span> <span class="n">filled</span><span class="o">=</span><span class="bp">True</span><span class="p">)</span>
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