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update kernel tutorial
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<div class="section" id="gpy-plotting-matplot-dep-latent-space-visualizations-controllers-package">
<h1>GPy.plotting.matplot_dep.latent_space_visualizations.controllers package<a class="headerlink" href="#gpy-plotting-matplot-dep-latent-space-visualizations-controllers-package" title="Permalink to this headline"></a></h1>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline"></a></h2>
</div>
<div class="section" id="module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller">
<span id="gpy-plotting-matplot-dep-latent-space-visualizations-controllers-axis-event-controller-module"></span><h2>GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller module<a class="headerlink" href="#module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller" title="Permalink to this headline"></a></h2>
<p>Created on 24 Jul 2013</p>
<p>&#64;author: maxz</p>
<dl class="class">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController">
<em class="property">class </em><code class="descclassname">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.</code><code class="descname">AxisChangedController</code><span class="sig-paren">(</span><em>ax</em>, <em>update_lim=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisChangedController"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController" title="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController"><code class="xref py py-class docutils literal"><span class="pre">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController</span></code></a></p>
<p>Buffered control of axis limit changes</p>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController.extent">
<code class="descname">extent</code><span class="sig-paren">(</span><em>lim</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisChangedController.extent"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController.extent" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController.lim_changed">
<code class="descname">lim_changed</code><span class="sig-paren">(</span><em>axlim</em>, <em>savedlim</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisChangedController.lim_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController.lim_changed" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController.update">
<code class="descname">update</code><span class="sig-paren">(</span><em>ax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisChangedController.update"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController.update" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController.xlim_changed">
<code class="descname">xlim_changed</code><span class="sig-paren">(</span><em>ax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisChangedController.xlim_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController.xlim_changed" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController.ylim_changed">
<code class="descname">ylim_changed</code><span class="sig-paren">(</span><em>ax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisChangedController.ylim_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController.ylim_changed" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="class">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController">
<em class="property">class </em><code class="descclassname">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.</code><code class="descname">AxisEventController</code><span class="sig-paren">(</span><em>ax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisEventController"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">object</span></code></p>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController.activate">
<code class="descname">activate</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisEventController.activate"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController.activate" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController.deactivate">
<code class="descname">deactivate</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisEventController.deactivate"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController.deactivate" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController.xlim_changed">
<code class="descname">xlim_changed</code><span class="sig-paren">(</span><em>ax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisEventController.xlim_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController.xlim_changed" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController.ylim_changed">
<code class="descname">ylim_changed</code><span class="sig-paren">(</span><em>ax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#AxisEventController.ylim_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisEventController.ylim_changed" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="class">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController">
<em class="property">class </em><code class="descclassname">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.</code><code class="descname">BufferedAxisChangedController</code><span class="sig-paren">(</span><em>ax</em>, <em>plot_function</em>, <em>plot_limits</em>, <em>resolution=50</em>, <em>update_lim=None</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#BufferedAxisChangedController"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController" title="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController"><code class="xref py py-class docutils literal"><span class="pre">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.AxisChangedController</span></code></a></p>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController.get_grid">
<code class="descname">get_grid</code><span class="sig-paren">(</span><em>buffered=True</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#BufferedAxisChangedController.get_grid"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController.get_grid" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController.recompute_X">
<code class="descname">recompute_X</code><span class="sig-paren">(</span><em>buffered=True</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#BufferedAxisChangedController.recompute_X"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController.recompute_X" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController.update">
<code class="descname">update</code><span class="sig-paren">(</span><em>ax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#BufferedAxisChangedController.update"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController.update" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController.update_view">
<code class="descname">update_view</code><span class="sig-paren">(</span><em>view</em>, <em>X</em>, <em>xmin</em>, <em>xmax</em>, <em>ymin</em>, <em>ymax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/axis_event_controller.html#BufferedAxisChangedController.update_view"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController.update_view" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
</div>
<div class="section" id="module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller">
<span id="gpy-plotting-matplot-dep-latent-space-visualizations-controllers-imshow-controller-module"></span><h2>GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller module<a class="headerlink" href="#module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller" title="Permalink to this headline"></a></h2>
<p>Created on 24 Jul 2013</p>
<p>&#64;author: maxz</p>
<dl class="class">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImAnnotateController">
<em class="property">class </em><code class="descclassname">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.</code><code class="descname">ImAnnotateController</code><span class="sig-paren">(</span><em>ax</em>, <em>plot_function</em>, <em>plot_limits</em>, <em>resolution=20</em>, <em>update_lim=0.99</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/imshow_controller.html#ImAnnotateController"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImAnnotateController" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImshowController" title="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImshowController"><code class="xref py py-class docutils literal"><span class="pre">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImshowController</span></code></a></p>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImAnnotateController.update_view">
<code class="descname">update_view</code><span class="sig-paren">(</span><em>view</em>, <em>X</em>, <em>xmin</em>, <em>xmax</em>, <em>ymin</em>, <em>ymax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/imshow_controller.html#ImAnnotateController.update_view"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImAnnotateController.update_view" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="class">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImshowController">
<em class="property">class </em><code class="descclassname">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.</code><code class="descname">ImshowController</code><span class="sig-paren">(</span><em>ax</em>, <em>plot_function</em>, <em>plot_limits</em>, <em>resolution=50</em>, <em>update_lim=0.8</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/imshow_controller.html#ImshowController"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImshowController" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController" title="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController"><code class="xref py py-class docutils literal"><span class="pre">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller.BufferedAxisChangedController</span></code></a></p>
<dl class="method">
<dt id="GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImshowController.update_view">
<code class="descname">update_view</code><span class="sig-paren">(</span><em>view</em>, <em>X</em>, <em>xmin</em>, <em>xmax</em>, <em>ymin</em>, <em>ymax</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/plotting/matplot_dep/latent_space_visualizations/controllers/imshow_controller.html#ImshowController.update_view"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller.ImshowController.update_view" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
</div>
<div class="section" id="module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers" title="Permalink to this headline"></a></h2>
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<h3><a href="index.html">Table Of Contents</a></h3>
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<li><a class="reference internal" href="#">GPy.plotting.matplot_dep.latent_space_visualizations.controllers package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
<li><a class="reference internal" href="#module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.axis_event_controller module</a></li>
<li><a class="reference internal" href="#module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller">GPy.plotting.matplot_dep.latent_space_visualizations.controllers.imshow_controller module</a></li>
<li><a class="reference internal" href="#module-GPy.plotting.matplot_dep.latent_space_visualizations.controllers">Module contents</a></li>
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