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<h1>GPy.testing package<a class="headerlink" href="#gpy-testing-package" title="Permalink to this headline">¶</a></h1>
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<div class="section" id="submodules">
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<div class="section" id="module-GPy.testing.examples_tests">
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<span id="gpy-testing-examples-tests-module"></span><h2>GPy.testing.examples_tests module<a class="headerlink" href="#module-GPy.testing.examples_tests" title="Permalink to this headline">¶</a></h2>
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<dl class="class">
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<dt id="GPy.testing.examples_tests.ExamplesTests">
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<em class="property">class </em><code class="descclassname">GPy.testing.examples_tests.</code><code class="descname">ExamplesTests</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/examples_tests.html#ExamplesTests"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.examples_tests.ExamplesTests" title="Permalink to this definition">¶</a></dt>
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<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
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</dd></dl>
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<dl class="function">
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<dt id="GPy.testing.examples_tests.flatten_nested">
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<code class="descclassname">GPy.testing.examples_tests.</code><code class="descname">flatten_nested</code><span class="sig-paren">(</span><em>lst</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/examples_tests.html#flatten_nested"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.examples_tests.flatten_nested" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="function">
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<dt id="GPy.testing.examples_tests.model_checkgrads">
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<code class="descclassname">GPy.testing.examples_tests.</code><code class="descname">model_checkgrads</code><span class="sig-paren">(</span><em>model</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/examples_tests.html#model_checkgrads"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.examples_tests.model_checkgrads" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="function">
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<dt id="GPy.testing.examples_tests.model_instance">
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<code class="descclassname">GPy.testing.examples_tests.</code><code class="descname">model_instance</code><span class="sig-paren">(</span><em>model</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/examples_tests.html#model_instance"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.examples_tests.model_instance" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="function">
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<dt id="GPy.testing.examples_tests.test_models">
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<code class="descclassname">GPy.testing.examples_tests.</code><code class="descname">test_models</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/examples_tests.html#test_models"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.examples_tests.test_models" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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</div>
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<div class="section" id="module-GPy.testing.fitc">
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<span id="gpy-testing-fitc-module"></span><h2>GPy.testing.fitc module<a class="headerlink" href="#module-GPy.testing.fitc" title="Permalink to this headline">¶</a></h2>
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<dl class="class">
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<dt id="GPy.testing.fitc.FITCtest">
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<em class="property">class </em><code class="descclassname">GPy.testing.fitc.</code><code class="descname">FITCtest</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/fitc.html#FITCtest"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.fitc.FITCtest" title="Permalink to this definition">¶</a></dt>
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<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
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<dl class="method">
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<dt id="GPy.testing.fitc.FITCtest.setUp">
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<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/fitc.html#FITCtest.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.fitc.FITCtest.setUp" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="method">
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<dt id="GPy.testing.fitc.FITCtest.test_fitc_1d">
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<code class="descname">test_fitc_1d</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/fitc.html#FITCtest.test_fitc_1d"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.fitc.FITCtest.test_fitc_1d" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="method">
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<dt id="GPy.testing.fitc.FITCtest.test_fitc_2d">
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<code class="descname">test_fitc_2d</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/fitc.html#FITCtest.test_fitc_2d"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.fitc.FITCtest.test_fitc_2d" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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</dd></dl>
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</div>
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<div class="section" id="module-GPy.testing.index_operations_tests">
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<span id="gpy-testing-index-operations-tests-module"></span><h2>GPy.testing.index_operations_tests module<a class="headerlink" href="#module-GPy.testing.index_operations_tests" title="Permalink to this headline">¶</a></h2>
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<dl class="class">
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<dt id="GPy.testing.index_operations_tests.Test">
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<em class="property">class </em><code class="descclassname">GPy.testing.index_operations_tests.</code><code class="descname">Test</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test" title="Permalink to this definition">¶</a></dt>
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<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
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<dl class="method">
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<dt id="GPy.testing.index_operations_tests.Test.setUp">
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<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test.setUp" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="method">
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<dt id="GPy.testing.index_operations_tests.Test.test_clear">
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<code class="descname">test_clear</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test.test_clear"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test.test_clear" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="method">
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<dt id="GPy.testing.index_operations_tests.Test.test_index_view">
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<code class="descname">test_index_view</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test.test_index_view"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test.test_index_view" title="Permalink to this definition">¶</a></dt>
|
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<dd></dd></dl>
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<dl class="method">
|
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<dt id="GPy.testing.index_operations_tests.Test.test_indexview_remove">
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<code class="descname">test_indexview_remove</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test.test_indexview_remove"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test.test_indexview_remove" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="method">
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<dt id="GPy.testing.index_operations_tests.Test.test_misc">
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<code class="descname">test_misc</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test.test_misc"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test.test_misc" title="Permalink to this definition">¶</a></dt>
|
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<dd></dd></dl>
|
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<dl class="method">
|
||
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<dt id="GPy.testing.index_operations_tests.Test.test_print">
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<code class="descname">test_print</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test.test_print"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test.test_print" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.index_operations_tests.Test.test_remove">
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<code class="descname">test_remove</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test.test_remove"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test.test_remove" title="Permalink to this definition">¶</a></dt>
|
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<dd></dd></dl>
|
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<dl class="method">
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<dt id="GPy.testing.index_operations_tests.Test.test_shift_left">
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<code class="descname">test_shift_left</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test.test_shift_left"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test.test_shift_left" title="Permalink to this definition">¶</a></dt>
|
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<dd></dd></dl>
|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.index_operations_tests.Test.test_shift_right">
|
||
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<code class="descname">test_shift_right</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test.test_shift_right"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test.test_shift_right" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.index_operations_tests.Test.test_view_of_view">
|
||
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<code class="descname">test_view_of_view</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/index_operations_tests.html#Test.test_view_of_view"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.index_operations_tests.Test.test_view_of_view" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
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</dd></dl>
|
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</div>
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||
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<div class="section" id="module-GPy.testing.inference_tests">
|
||
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<span id="gpy-testing-inference-tests-module"></span><h2>GPy.testing.inference_tests module<a class="headerlink" href="#module-GPy.testing.inference_tests" title="Permalink to this headline">¶</a></h2>
|
||
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<p>The test cases for various inference algorithms</p>
|
||
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<dl class="class">
|
||
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<dt id="GPy.testing.inference_tests.InferenceXTestCase">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.inference_tests.</code><code class="descname">InferenceXTestCase</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/inference_tests.html#InferenceXTestCase"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.inference_tests.InferenceXTestCase" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<dl class="method">
|
||
|
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<dt id="GPy.testing.inference_tests.InferenceXTestCase.genData">
|
||
|
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<code class="descname">genData</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/inference_tests.html#InferenceXTestCase.genData"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.inference_tests.InferenceXTestCase.genData" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
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|
||
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<dl class="method">
|
||
|
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<dt id="GPy.testing.inference_tests.InferenceXTestCase.test_inferenceX_BGPLVM">
|
||
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|
<code class="descname">test_inferenceX_BGPLVM</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/inference_tests.html#InferenceXTestCase.test_inferenceX_BGPLVM"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.inference_tests.InferenceXTestCase.test_inferenceX_BGPLVM" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
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<dl class="method">
|
||
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<dt id="GPy.testing.inference_tests.InferenceXTestCase.test_inferenceX_GPLVM">
|
||
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<code class="descname">test_inferenceX_GPLVM</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/inference_tests.html#InferenceXTestCase.test_inferenceX_GPLVM"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.inference_tests.InferenceXTestCase.test_inferenceX_GPLVM" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
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</dd></dl>
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</div>
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||
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<div class="section" id="module-GPy.testing.kernel_tests">
|
||
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<span id="gpy-testing-kernel-tests-module"></span><h2>GPy.testing.kernel_tests module<a class="headerlink" href="#module-GPy.testing.kernel_tests" title="Permalink to this headline">¶</a></h2>
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<dl class="class">
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<dt id="GPy.testing.kernel_tests.Coregionalize_weave_test">
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<em class="property">class </em><code class="descclassname">GPy.testing.kernel_tests.</code><code class="descname">Coregionalize_weave_test</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Coregionalize_weave_test"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Coregionalize_weave_test" title="Permalink to this definition">¶</a></dt>
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<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
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<p>Make sure that the coregionalize kernel work with and without weave enabled</p>
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<dl class="method">
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<dt id="GPy.testing.kernel_tests.Coregionalize_weave_test.setUp">
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<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Coregionalize_weave_test.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Coregionalize_weave_test.setUp" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="method">
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<dt id="GPy.testing.kernel_tests.Coregionalize_weave_test.test_nonsym">
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<code class="descname">test_nonsym</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Coregionalize_weave_test.test_nonsym"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Coregionalize_weave_test.test_nonsym" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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<dl class="method">
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<dt id="GPy.testing.kernel_tests.Coregionalize_weave_test.test_sym">
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<code class="descname">test_sym</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Coregionalize_weave_test.test_sym"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Coregionalize_weave_test.test_sym" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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</dd></dl>
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<dl class="class">
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<dt id="GPy.testing.kernel_tests.Kern_check_dK_dX">
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<em class="property">class </em><code class="descclassname">GPy.testing.kernel_tests.</code><code class="descname">Kern_check_dK_dX</code><span class="sig-paren">(</span><em>kernel=None</em>, <em>dL_dK=None</em>, <em>X=None</em>, <em>X2=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_dK_dX"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_dK_dX" title="Permalink to this definition">¶</a></dt>
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<dd><p>Bases: <a class="reference internal" href="#GPy.testing.kernel_tests.Kern_check_model" title="GPy.testing.kernel_tests.Kern_check_model"><code class="xref py py-class docutils literal"><span class="pre">GPy.testing.kernel_tests.Kern_check_model</span></code></a></p>
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<p>This class allows gradient checks for the gradient of a kernel with respect to X.</p>
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<dl class="method">
|
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<dt id="GPy.testing.kernel_tests.Kern_check_dK_dX.parameters_changed">
|
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<code class="descname">parameters_changed</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_dK_dX.parameters_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_dK_dX.parameters_changed" title="Permalink to this definition">¶</a></dt>
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<dd></dd></dl>
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</dd></dl>
|
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<dl class="class">
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<dt id="GPy.testing.kernel_tests.Kern_check_dK_dtheta">
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||
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<em class="property">class </em><code class="descclassname">GPy.testing.kernel_tests.</code><code class="descname">Kern_check_dK_dtheta</code><span class="sig-paren">(</span><em>kernel=None</em>, <em>dL_dK=None</em>, <em>X=None</em>, <em>X2=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_dK_dtheta"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_dK_dtheta" title="Permalink to this definition">¶</a></dt>
|
||
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<dd><p>Bases: <a class="reference internal" href="#GPy.testing.kernel_tests.Kern_check_model" title="GPy.testing.kernel_tests.Kern_check_model"><code class="xref py py-class docutils literal"><span class="pre">GPy.testing.kernel_tests.Kern_check_model</span></code></a></p>
|
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<p>This class allows gradient checks for the gradient of a kernel with
|
||
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respect to parameters.</p>
|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.Kern_check_dK_dtheta.parameters_changed">
|
||
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<code class="descname">parameters_changed</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_dK_dtheta.parameters_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_dK_dtheta.parameters_changed" title="Permalink to this definition">¶</a></dt>
|
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<dd></dd></dl>
|
||
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</dd></dl>
|
||
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<dl class="class">
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||
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<dt id="GPy.testing.kernel_tests.Kern_check_dKdiag_dX">
|
||
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<em class="property">class </em><code class="descclassname">GPy.testing.kernel_tests.</code><code class="descname">Kern_check_dKdiag_dX</code><span class="sig-paren">(</span><em>kernel=None</em>, <em>dL_dK=None</em>, <em>X=None</em>, <em>X2=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_dKdiag_dX"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_dKdiag_dX" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd><p>Bases: <a class="reference internal" href="#GPy.testing.kernel_tests.Kern_check_dK_dX" title="GPy.testing.kernel_tests.Kern_check_dK_dX"><code class="xref py py-class docutils literal"><span class="pre">GPy.testing.kernel_tests.Kern_check_dK_dX</span></code></a></p>
|
||
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<p>This class allows gradient checks for the gradient of a kernel diagonal with respect to X.</p>
|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.Kern_check_dKdiag_dX.log_likelihood">
|
||
|
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<code class="descname">log_likelihood</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_dKdiag_dX.log_likelihood"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_dKdiag_dX.log_likelihood" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
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|
||
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<dl class="method">
|
||
|
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<dt id="GPy.testing.kernel_tests.Kern_check_dKdiag_dX.parameters_changed">
|
||
|
|
<code class="descname">parameters_changed</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_dKdiag_dX.parameters_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_dKdiag_dX.parameters_changed" title="Permalink to this definition">¶</a></dt>
|
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<dd></dd></dl>
|
||
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|
||
|
|
</dd></dl>
|
||
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|
||
|
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<dl class="class">
|
||
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<dt id="GPy.testing.kernel_tests.Kern_check_dKdiag_dtheta">
|
||
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|
<em class="property">class </em><code class="descclassname">GPy.testing.kernel_tests.</code><code class="descname">Kern_check_dKdiag_dtheta</code><span class="sig-paren">(</span><em>kernel=None</em>, <em>dL_dK=None</em>, <em>X=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_dKdiag_dtheta"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_dKdiag_dtheta" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd><p>Bases: <a class="reference internal" href="#GPy.testing.kernel_tests.Kern_check_model" title="GPy.testing.kernel_tests.Kern_check_model"><code class="xref py py-class docutils literal"><span class="pre">GPy.testing.kernel_tests.Kern_check_model</span></code></a></p>
|
||
|
|
<p>This class allows gradient checks of the gradient of the diagonal of a
|
||
|
|
kernel with respect to the parameters.</p>
|
||
|
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<dl class="method">
|
||
|
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<dt id="GPy.testing.kernel_tests.Kern_check_dKdiag_dtheta.log_likelihood">
|
||
|
|
<code class="descname">log_likelihood</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_dKdiag_dtheta.log_likelihood"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_dKdiag_dtheta.log_likelihood" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
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|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.Kern_check_dKdiag_dtheta.parameters_changed">
|
||
|
|
<code class="descname">parameters_changed</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_dKdiag_dtheta.parameters_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_dKdiag_dtheta.parameters_changed" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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|
||
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</dd></dl>
|
||
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|
||
|
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<dl class="class">
|
||
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<dt id="GPy.testing.kernel_tests.Kern_check_model">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.kernel_tests.</code><code class="descname">Kern_check_model</code><span class="sig-paren">(</span><em>kernel=None</em>, <em>dL_dK=None</em>, <em>X=None</em>, <em>X2=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_model"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_model" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd><p>Bases: <a class="reference internal" href="GPy.core.html#GPy.core.model.Model" title="GPy.core.model.Model"><code class="xref py py-class docutils literal"><span class="pre">GPy.core.model.Model</span></code></a></p>
|
||
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|
<p>This is a dummy model class used as a base class for checking that the
|
||
|
|
gradients of a given kernel are implemented correctly. It enables
|
||
|
|
checkgrad() to be called independently on a kernel.</p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.kernel_tests.Kern_check_model.is_positive_semi_definite">
|
||
|
|
<code class="descname">is_positive_semi_definite</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_model.is_positive_semi_definite"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_model.is_positive_semi_definite" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.kernel_tests.Kern_check_model.log_likelihood">
|
||
|
|
<code class="descname">log_likelihood</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#Kern_check_model.log_likelihood"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.Kern_check_model.log_likelihood" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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|
||
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</dd></dl>
|
||
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|
||
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<dl class="class">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.kernel_tests.</code><code class="descname">KernelGradientTestsContinuous</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
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<dl class="method">
|
||
|
|
<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.setUp">
|
||
|
|
<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.setUp" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Add">
|
||
|
|
<code class="descname">test_Add</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.test_Add"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Add" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Add_dims">
|
||
|
|
<code class="descname">test_Add_dims</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.test_Add_dims"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Add_dims" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Linear">
|
||
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<code class="descname">test_Linear</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.test_Linear"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Linear" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_LinearFull">
|
||
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<code class="descname">test_LinearFull</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.test_LinearFull"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_LinearFull" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Matern32">
|
||
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|
<code class="descname">test_Matern32</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.test_Matern32"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Matern32" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Matern52">
|
||
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|
<code class="descname">test_Matern52</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.test_Matern52"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Matern52" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Prod">
|
||
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|
<code class="descname">test_Prod</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.test_Prod"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Prod" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Prod2">
|
||
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|
<code class="descname">test_Prod2</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.test_Prod2"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Prod2" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Prod3">
|
||
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|
<code class="descname">test_Prod3</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.test_Prod3"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_Prod3" title="Permalink to this definition">¶</a></dt>
|
||
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<dd></dd></dl>
|
||
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||
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<dl class="method">
|
||
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<dt id="GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_RBF">
|
||
|
|
<code class="descname">test_RBF</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelGradientTestsContinuous.test_RBF"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelGradientTestsContinuous.test_RBF" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="class">
|
||
|
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<dt id="GPy.testing.kernel_tests.KernelTestsMiscellaneous">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.kernel_tests.</code><code class="descname">KernelTestsMiscellaneous</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelTestsMiscellaneous"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelTestsMiscellaneous" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.kernel_tests.KernelTestsMiscellaneous.setUp">
|
||
|
|
<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelTestsMiscellaneous.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelTestsMiscellaneous.setUp" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
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<dt id="GPy.testing.kernel_tests.KernelTestsMiscellaneous.test_which_parts">
|
||
|
|
<code class="descname">test_which_parts</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelTestsMiscellaneous.test_which_parts"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelTestsMiscellaneous.test_which_parts" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
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|
|
||
|
|
</dd></dl>
|
||
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|
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.kernel_tests.KernelTestsNonContinuous">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.kernel_tests.</code><code class="descname">KernelTestsNonContinuous</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelTestsNonContinuous"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelTestsNonContinuous" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.kernel_tests.KernelTestsNonContinuous.setUp">
|
||
|
|
<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelTestsNonContinuous.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelTestsNonContinuous.setUp" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.kernel_tests.KernelTestsNonContinuous.test_Hierarchical">
|
||
|
|
<code class="descname">test_Hierarchical</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelTestsNonContinuous.test_Hierarchical"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelTestsNonContinuous.test_Hierarchical" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.kernel_tests.KernelTestsNonContinuous.test_IndependentOutputs">
|
||
|
|
<code class="descname">test_IndependentOutputs</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelTestsNonContinuous.test_IndependentOutputs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelTestsNonContinuous.test_IndependentOutputs" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.kernel_tests.KernelTestsNonContinuous.test_ODE_UY">
|
||
|
|
<code class="descname">test_ODE_UY</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#KernelTestsNonContinuous.test_ODE_UY"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.KernelTestsNonContinuous.test_ODE_UY" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="function">
|
||
|
|
<dt id="GPy.testing.kernel_tests.check_kernel_gradient_functions">
|
||
|
|
<code class="descclassname">GPy.testing.kernel_tests.</code><code class="descname">check_kernel_gradient_functions</code><span class="sig-paren">(</span><em>kern</em>, <em>X=None</em>, <em>X2=None</em>, <em>output_ind=None</em>, <em>verbose=False</em>, <em>fixed_X_dims=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/kernel_tests.html#check_kernel_gradient_functions"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.kernel_tests.check_kernel_gradient_functions" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>This function runs on kernels to check the correctness of their
|
||
|
|
implementation. It checks that the covariance function is positive definite
|
||
|
|
for a randomly generated data set.</p>
|
||
|
|
<table class="docutils field-list" frame="void" rules="none">
|
||
|
|
<col class="field-name" />
|
||
|
|
<col class="field-body" />
|
||
|
|
<tbody valign="top">
|
||
|
|
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
|
||
|
|
<li><strong>kern</strong> (<em>GPy.kern.Kernpart</em>) – the kernel to be tested.</li>
|
||
|
|
<li><strong>X</strong> (<em>ndarray</em>) – X input values to test the covariance function.</li>
|
||
|
|
<li><strong>X2</strong> (<em>ndarray</em>) – X2 input values to test the covariance function.</li>
|
||
|
|
</ul>
|
||
|
|
</td>
|
||
|
|
</tr>
|
||
|
|
</tbody>
|
||
|
|
</table>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
</div>
|
||
|
|
<div class="section" id="module-GPy.testing.likelihood_tests">
|
||
|
|
<span id="gpy-testing-likelihood-tests-module"></span><h2>GPy.testing.likelihood_tests module<a class="headerlink" href="#module-GPy.testing.likelihood_tests" title="Permalink to this headline">¶</a></h2>
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.LaplaceTests">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.likelihood_tests.</code><code class="descname">LaplaceTests</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#LaplaceTests"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.LaplaceTests" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<p>Specific likelihood tests, not general enough for the above tests</p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.LaplaceTests.setUp">
|
||
|
|
<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#LaplaceTests.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.LaplaceTests.setUp" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.LaplaceTests.tearDown">
|
||
|
|
<code class="descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#LaplaceTests.tearDown"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.LaplaceTests.tearDown" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.LaplaceTests.test_gaussian_d2logpdf_df2_2">
|
||
|
|
<code class="descname">test_gaussian_d2logpdf_df2_2</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#LaplaceTests.test_gaussian_d2logpdf_df2_2"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.LaplaceTests.test_gaussian_d2logpdf_df2_2" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.LaplaceTests.test_laplace_log_likelihood">
|
||
|
|
<code class="descname">test_laplace_log_likelihood</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#LaplaceTests.test_laplace_log_likelihood"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.LaplaceTests.test_laplace_log_likelihood" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.likelihood_tests.</code><code class="descname">TestNoiseModels</code><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels" 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>
|
||
|
|
<p>Generic model checker</p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.setUp">
|
||
|
|
<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.setUp" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_d2logpdf2_df2_dparams">
|
||
|
|
<code class="descname">t_d2logpdf2_df2_dparams</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em>, <em>params</em>, <em>params_names</em>, <em>param_constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_d2logpdf2_df2_dparams"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_d2logpdf2_df2_dparams" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_d2logpdf2_dlink2_dparams">
|
||
|
|
<code class="descname">t_d2logpdf2_dlink2_dparams</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em>, <em>params</em>, <em>param_names</em>, <em>param_constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_d2logpdf2_dlink2_dparams"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_d2logpdf2_dlink2_dparams" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_d2logpdf_df2">
|
||
|
|
<code class="descname">t_d2logpdf_df2</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_d2logpdf_df2"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_d2logpdf_df2" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_d2logpdf_dlink2">
|
||
|
|
<code class="descname">t_d2logpdf_dlink2</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em>, <em>link_f_constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_d2logpdf_dlink2"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_d2logpdf_dlink2" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_d3logpdf_df3">
|
||
|
|
<code class="descname">t_d3logpdf_df3</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_d3logpdf_df3"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_d3logpdf_df3" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_d3logpdf_dlink3">
|
||
|
|
<code class="descname">t_d3logpdf_dlink3</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em>, <em>link_f_constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_d3logpdf_dlink3"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_d3logpdf_dlink3" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_df">
|
||
|
|
<code class="descname">t_dlogpdf_df</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_dlogpdf_df"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_df" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_df_dparams">
|
||
|
|
<code class="descname">t_dlogpdf_df_dparams</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em>, <em>params</em>, <em>params_names</em>, <em>param_constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_dlogpdf_df_dparams"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_df_dparams" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_dlink">
|
||
|
|
<code class="descname">t_dlogpdf_dlink</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em>, <em>link_f_constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_dlogpdf_dlink"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_dlink" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_dlink_dparams">
|
||
|
|
<code class="descname">t_dlogpdf_dlink_dparams</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em>, <em>params</em>, <em>param_names</em>, <em>param_constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_dlogpdf_dlink_dparams"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_dlink_dparams" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_dparams">
|
||
|
|
<code class="descname">t_dlogpdf_dparams</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em>, <em>params</em>, <em>params_names</em>, <em>param_constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_dlogpdf_dparams"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_dparams" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_link_dparams">
|
||
|
|
<code class="descname">t_dlogpdf_link_dparams</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em>, <em>params</em>, <em>param_names</em>, <em>param_constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_dlogpdf_link_dparams"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_dlogpdf_link_dparams" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
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|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_ep_fit_rbf_white">
|
||
|
|
<code class="descname">t_ep_fit_rbf_white</code><span class="sig-paren">(</span><em>model</em>, <em>X</em>, <em>Y</em>, <em>f</em>, <em>step</em>, <em>param_vals</em>, <em>param_names</em>, <em>constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_ep_fit_rbf_white"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_ep_fit_rbf_white" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
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<dl class="method">
|
||
|
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<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_laplace_fit_rbf_white">
|
||
|
|
<code class="descname">t_laplace_fit_rbf_white</code><span class="sig-paren">(</span><em>model</em>, <em>X</em>, <em>Y</em>, <em>f</em>, <em>step</em>, <em>param_vals</em>, <em>param_names</em>, <em>constraints</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_laplace_fit_rbf_white"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_laplace_fit_rbf_white" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.t_logpdf">
|
||
|
|
<code class="descname">t_logpdf</code><span class="sig-paren">(</span><em>model</em>, <em>Y</em>, <em>f</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.t_logpdf"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.t_logpdf" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.tearDown">
|
||
|
|
<code class="descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.tearDown"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.tearDown" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.TestNoiseModels.test_scale2_models">
|
||
|
|
<code class="descname">test_scale2_models</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#TestNoiseModels.test_scale2_models"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.TestNoiseModels.test_scale2_models" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="function">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.dparam_checkgrad">
|
||
|
|
<code class="descclassname">GPy.testing.likelihood_tests.</code><code class="descname">dparam_checkgrad</code><span class="sig-paren">(</span><em>func</em>, <em>dfunc</em>, <em>params</em>, <em>params_names</em>, <em>args</em>, <em>constraints=None</em>, <em>randomize=False</em>, <em>verbose=False</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#dparam_checkgrad"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.dparam_checkgrad" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>checkgrad expects a f: R^N -> R^1 and df: R^N -> R^N
|
||
|
|
However if we are holding other parameters fixed and moving something else
|
||
|
|
We need to check the gradient of each of the fixed parameters
|
||
|
|
(f and y for example) seperately, whilst moving another parameter.
|
||
|
|
Otherwise f: gives back R^N and</p>
|
||
|
|
<blockquote>
|
||
|
|
<div>df: gives back R^NxM where M is</div></blockquote>
|
||
|
|
<p>The number of parameters and N is the number of data
|
||
|
|
Need to take a slice out from f and a slice out of df</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="function">
|
||
|
|
<dt id="GPy.testing.likelihood_tests.dparam_partial">
|
||
|
|
<code class="descclassname">GPy.testing.likelihood_tests.</code><code class="descname">dparam_partial</code><span class="sig-paren">(</span><em>inst_func</em>, <em>*args</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/likelihood_tests.html#dparam_partial"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.likelihood_tests.dparam_partial" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>If we have a instance method that needs to be called but that doesn’t
|
||
|
|
take the parameter we wish to change to checkgrad, then this function
|
||
|
|
will change the variable using set params.</p>
|
||
|
|
<dl class="docutils">
|
||
|
|
<dt>inst_func: should be a instance function of an object that we would like</dt>
|
||
|
|
<dd>to change</dd>
|
||
|
|
</dl>
|
||
|
|
<p>param: the param that will be given to set_params
|
||
|
|
args: anything else that needs to be given to the function (for example</p>
|
||
|
|
<blockquote>
|
||
|
|
<div>the f or Y that are being used in the function whilst we tweak the
|
||
|
|
param</div></blockquote>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
</div>
|
||
|
|
<div class="section" id="module-GPy.testing.model_tests">
|
||
|
|
<span id="gpy-testing-model-tests-module"></span><h2>GPy.testing.model_tests module<a class="headerlink" href="#module-GPy.testing.model_tests" title="Permalink to this headline">¶</a></h2>
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.model_tests.</code><code class="descname">GradientTests</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.check_model">
|
||
|
|
<code class="descname">check_model</code><span class="sig-paren">(</span><em>kern</em>, <em>model_type='GPRegression'</em>, <em>dimension=1</em>, <em>uncertain_inputs=False</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.check_model"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.check_model" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.setUp">
|
||
|
|
<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.setUp" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPLVM_rbf_bias_white_kern_2D">
|
||
|
|
<code class="descname">test_GPLVM_rbf_bias_white_kern_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPLVM_rbf_bias_white_kern_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPLVM_rbf_bias_white_kern_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing GPLVM with rbf + bias kernel</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPLVM_rbf_linear_white_kern_2D">
|
||
|
|
<code class="descname">test_GPLVM_rbf_linear_white_kern_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPLVM_rbf_linear_white_kern_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPLVM_rbf_linear_white_kern_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing GPLVM with rbf + bias kernel</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_bias_kern_1D">
|
||
|
|
<code class="descname">test_GPRegression_bias_kern_1D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_bias_kern_1D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_bias_kern_1D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with bias kernel on 1d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_bias_kern_2D">
|
||
|
|
<code class="descname">test_GPRegression_bias_kern_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_bias_kern_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_bias_kern_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with bias kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_exponential_1D">
|
||
|
|
<code class="descname">test_GPRegression_exponential_1D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_exponential_1D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_exponential_1D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with exponential kernel on 1d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_exponential_2D">
|
||
|
|
<code class="descname">test_GPRegression_exponential_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_exponential_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_exponential_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with exponential kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_exponential_ARD_2D">
|
||
|
|
<code class="descname">test_GPRegression_exponential_ARD_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_exponential_ARD_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_exponential_ARD_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with exponential kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_linear_kern_1D">
|
||
|
|
<code class="descname">test_GPRegression_linear_kern_1D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_linear_kern_1D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_linear_kern_1D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with linear kernel on 1d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_linear_kern_1D_ARD">
|
||
|
|
<code class="descname">test_GPRegression_linear_kern_1D_ARD</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_linear_kern_1D_ARD"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_linear_kern_1D_ARD" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with linear kernel on 1d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_linear_kern_2D">
|
||
|
|
<code class="descname">test_GPRegression_linear_kern_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_linear_kern_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_linear_kern_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with linear kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_linear_kern_2D_ARD">
|
||
|
|
<code class="descname">test_GPRegression_linear_kern_2D_ARD</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_linear_kern_2D_ARD"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_linear_kern_2D_ARD" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with linear kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_matern32_1D">
|
||
|
|
<code class="descname">test_GPRegression_matern32_1D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_matern32_1D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_matern32_1D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with matern32 kernel on 1d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_matern32_2D">
|
||
|
|
<code class="descname">test_GPRegression_matern32_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_matern32_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_matern32_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with matern32 kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_matern32_ARD_2D">
|
||
|
|
<code class="descname">test_GPRegression_matern32_ARD_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_matern32_ARD_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_matern32_ARD_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with matern32 kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_matern52_1D">
|
||
|
|
<code class="descname">test_GPRegression_matern52_1D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_matern52_1D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_matern52_1D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with matern52 kernel on 1d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_matern52_2D">
|
||
|
|
<code class="descname">test_GPRegression_matern52_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_matern52_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_matern52_2D" title="Permalink to this definition">¶</a></dt>
|
||
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<dd><p>Testing the GP regression with matern52 kernel on 2d data</p>
|
||
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</dd></dl>
|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_matern52_ARD_2D">
|
||
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<code class="descname">test_GPRegression_matern52_ARD_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_matern52_ARD_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_matern52_ARD_2D" title="Permalink to this definition">¶</a></dt>
|
||
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<dd><p>Testing the GP regression with matern52 kernel on 2d data</p>
|
||
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|
</dd></dl>
|
||
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||
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<dl class="method">
|
||
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<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_mlp_1d">
|
||
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<code class="descname">test_GPRegression_mlp_1d</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_mlp_1d"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_mlp_1d" title="Permalink to this definition">¶</a></dt>
|
||
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<dd><p>Testing the GP regression with mlp kernel with white kernel on 1d data</p>
|
||
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</dd></dl>
|
||
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||
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<dl class="method">
|
||
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<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_rbf_1d">
|
||
|
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<code class="descname">test_GPRegression_rbf_1d</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_rbf_1d"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_rbf_1d" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with rbf kernel with white kernel on 1d data</p>
|
||
|
|
</dd></dl>
|
||
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|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_rbf_2D">
|
||
|
|
<code class="descname">test_GPRegression_rbf_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_rbf_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_rbf_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with rbf kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
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|
||
|
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<dl class="method">
|
||
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<dt id="GPy.testing.model_tests.GradientTests.test_GPRegression_rbf_ARD_2D">
|
||
|
|
<code class="descname">test_GPRegression_rbf_ARD_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GPRegression_rbf_ARD_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GPRegression_rbf_ARD_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the GP regression with rbf kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
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<dt id="GPy.testing.model_tests.GradientTests.test_GP_EP_probit">
|
||
|
|
<code class="descname">test_GP_EP_probit</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_GP_EP_probit"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_GP_EP_probit" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_linear_white_kern_1D">
|
||
|
|
<code class="descname">test_SparseGPRegression_rbf_linear_white_kern_1D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_SparseGPRegression_rbf_linear_white_kern_1D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_linear_white_kern_1D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the sparse GP regression with rbf kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_linear_white_kern_1D_uncertain_inputs">
|
||
|
|
<code class="descname">test_SparseGPRegression_rbf_linear_white_kern_1D_uncertain_inputs</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_SparseGPRegression_rbf_linear_white_kern_1D_uncertain_inputs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_linear_white_kern_1D_uncertain_inputs" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the sparse GP regression with rbf, linear kernel on 1d data with uncertain inputs</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_linear_white_kern_2D">
|
||
|
|
<code class="descname">test_SparseGPRegression_rbf_linear_white_kern_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_SparseGPRegression_rbf_linear_white_kern_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_linear_white_kern_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the sparse GP regression with rbf kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_linear_white_kern_2D_uncertain_inputs">
|
||
|
|
<code class="descname">test_SparseGPRegression_rbf_linear_white_kern_2D_uncertain_inputs</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_SparseGPRegression_rbf_linear_white_kern_2D_uncertain_inputs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_linear_white_kern_2D_uncertain_inputs" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the sparse GP regression with rbf, linear kernel on 2d data with uncertain inputs</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_white_kern_1d">
|
||
|
|
<code class="descname">test_SparseGPRegression_rbf_white_kern_1d</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_SparseGPRegression_rbf_white_kern_1d"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_white_kern_1d" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the sparse GP regression with rbf kernel with white kernel on 1d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_white_kern_2D">
|
||
|
|
<code class="descname">test_SparseGPRegression_rbf_white_kern_2D</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_SparseGPRegression_rbf_white_kern_2D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_SparseGPRegression_rbf_white_kern_2D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Testing the sparse GP regression with rbf kernel on 2d data</p>
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_generalized_FITC">
|
||
|
|
<code class="descname">test_generalized_FITC</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_generalized_FITC"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_generalized_FITC" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_gp_VGPC">
|
||
|
|
<code class="descname">test_gp_VGPC</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_gp_VGPC"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_gp_VGPC" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_gp_heteroscedastic_regression">
|
||
|
|
<code class="descname">test_gp_heteroscedastic_regression</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_gp_heteroscedastic_regression"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_gp_heteroscedastic_regression" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_gp_kronecker_gaussian">
|
||
|
|
<code class="descname">test_gp_kronecker_gaussian</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_gp_kronecker_gaussian"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_gp_kronecker_gaussian" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_multioutput_regression_1D">
|
||
|
|
<code class="descname">test_multioutput_regression_1D</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_multioutput_regression_1D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_multioutput_regression_1D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_multioutput_sparse_regression_1D">
|
||
|
|
<code class="descname">test_multioutput_sparse_regression_1D</code><span class="sig-paren">(</span><em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_multioutput_sparse_regression_1D"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_multioutput_sparse_regression_1D" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_sparse_EP_DTC_probit">
|
||
|
|
<code class="descname">test_sparse_EP_DTC_probit</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_sparse_EP_DTC_probit"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_sparse_EP_DTC_probit" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.GradientTests.test_sparse_gp_heteroscedastic_regression">
|
||
|
|
<code class="descname">test_sparse_gp_heteroscedastic_regression</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#GradientTests.test_sparse_gp_heteroscedastic_regression"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.GradientTests.test_sparse_gp_heteroscedastic_regression" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.model_tests.MiscTests">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.model_tests.</code><code class="descname">MiscTests</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.MiscTests.setUp">
|
||
|
|
<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests.setUp" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.MiscTests.test_big_model">
|
||
|
|
<code class="descname">test_big_model</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests.test_big_model"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests.test_big_model" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.MiscTests.test_likelihood_replicate">
|
||
|
|
<code class="descname">test_likelihood_replicate</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests.test_likelihood_replicate"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests.test_likelihood_replicate" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.MiscTests.test_likelihood_replicate_kern">
|
||
|
|
<code class="descname">test_likelihood_replicate_kern</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests.test_likelihood_replicate_kern"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests.test_likelihood_replicate_kern" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.MiscTests.test_likelihood_set">
|
||
|
|
<code class="descname">test_likelihood_set</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests.test_likelihood_set"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests.test_likelihood_set" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.MiscTests.test_missing_data">
|
||
|
|
<code class="descname">test_missing_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests.test_missing_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests.test_missing_data" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.MiscTests.test_model_optimize">
|
||
|
|
<code class="descname">test_model_optimize</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests.test_model_optimize"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests.test_model_optimize" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.MiscTests.test_model_set_params">
|
||
|
|
<code class="descname">test_model_set_params</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests.test_model_set_params"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests.test_model_set_params" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.model_tests.MiscTests.test_raw_predict">
|
||
|
|
<code class="descname">test_raw_predict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests.test_raw_predict"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests.test_raw_predict" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
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||
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<dl class="method">
|
||
|
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<dt id="GPy.testing.model_tests.MiscTests.test_sparse_raw_predict">
|
||
|
|
<code class="descname">test_sparse_raw_predict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/model_tests.html#MiscTests.test_sparse_raw_predict"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.model_tests.MiscTests.test_sparse_raw_predict" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
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|
||
|
|
</dd></dl>
|
||
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|
|
||
|
|
</div>
|
||
|
|
<div class="section" id="module-GPy.testing.observable_tests">
|
||
|
|
<span id="gpy-testing-observable-tests-module"></span><h2>GPy.testing.observable_tests module<a class="headerlink" href="#module-GPy.testing.observable_tests" title="Permalink to this headline">¶</a></h2>
|
||
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<dl class="class">
|
||
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|
<dt id="GPy.testing.observable_tests.ParamTestParent">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.observable_tests.</code><code class="descname">ParamTestParent</code><span class="sig-paren">(</span><em>name=None</em>, <em>parameters=[]</em>, <em>*a</em>, <em>**kw</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/observable_tests.html#ParamTestParent"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.observable_tests.ParamTestParent" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <a class="reference internal" href="GPy.core.parameterization.html#GPy.core.parameterization.parameterized.Parameterized" title="GPy.core.parameterization.parameterized.Parameterized"><code class="xref py py-class docutils literal"><span class="pre">GPy.core.parameterization.parameterized.Parameterized</span></code></a></p>
|
||
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<dl class="method">
|
||
|
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<dt id="GPy.testing.observable_tests.ParamTestParent.parameters_changed">
|
||
|
|
<code class="descname">parameters_changed</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/observable_tests.html#ParamTestParent.parameters_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.observable_tests.ParamTestParent.parameters_changed" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
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|
||
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<dl class="attribute">
|
||
|
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<dt id="GPy.testing.observable_tests.ParamTestParent.parent_changed_count">
|
||
|
|
<code class="descname">parent_changed_count</code><em class="property"> = -1</em><a class="headerlink" href="#GPy.testing.observable_tests.ParamTestParent.parent_changed_count" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
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</dd></dl>
|
||
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|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.observable_tests.ParameterizedTest">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.observable_tests.</code><code class="descname">ParameterizedTest</code><span class="sig-paren">(</span><em>name=None</em>, <em>parameters=[]</em>, <em>*a</em>, <em>**kw</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/observable_tests.html#ParameterizedTest"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.observable_tests.ParameterizedTest" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <a class="reference internal" href="GPy.core.parameterization.html#GPy.core.parameterization.parameterized.Parameterized" title="GPy.core.parameterization.parameterized.Parameterized"><code class="xref py py-class docutils literal"><span class="pre">GPy.core.parameterization.parameterized.Parameterized</span></code></a></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.observable_tests.ParameterizedTest.parameters_changed">
|
||
|
|
<code class="descname">parameters_changed</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/observable_tests.html#ParameterizedTest.parameters_changed"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.observable_tests.ParameterizedTest.parameters_changed" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="attribute">
|
||
|
|
<dt id="GPy.testing.observable_tests.ParameterizedTest.params_changed_count">
|
||
|
|
<code class="descname">params_changed_count</code><em class="property"> = -1</em><a class="headerlink" href="#GPy.testing.observable_tests.ParameterizedTest.params_changed_count" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.observable_tests.Test">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.observable_tests.</code><code class="descname">Test</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/observable_tests.html#Test"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.observable_tests.Test" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.observable_tests.Test.setUp">
|
||
|
|
<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/observable_tests.html#Test.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.observable_tests.Test.setUp" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.observable_tests.Test.test_observable">
|
||
|
|
<code class="descname">test_observable</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/observable_tests.html#Test.test_observable"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.observable_tests.Test.test_observable" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.observable_tests.Test.test_priority">
|
||
|
|
<code class="descname">test_priority</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/observable_tests.html#Test.test_priority"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.observable_tests.Test.test_priority" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.observable_tests.Test.test_priority_notify">
|
||
|
|
<code class="descname">test_priority_notify</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/observable_tests.html#Test.test_priority_notify"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.observable_tests.Test.test_priority_notify" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.observable_tests.Test.test_set_params">
|
||
|
|
<code class="descname">test_set_params</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/observable_tests.html#Test.test_set_params"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.observable_tests.Test.test_set_params" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
</div>
|
||
|
|
<div class="section" id="module-GPy.testing.parameterized_tests">
|
||
|
|
<span id="gpy-testing-parameterized-tests-module"></span><h2>GPy.testing.parameterized_tests module<a class="headerlink" href="#module-GPy.testing.parameterized_tests" title="Permalink to this headline">¶</a></h2>
|
||
|
|
<p>Created on Feb 13, 2014</p>
|
||
|
|
<p>@author: maxzwiessele</p>
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ArrayCoreTest">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.parameterized_tests.</code><code class="descname">ArrayCoreTest</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ArrayCoreTest"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ArrayCoreTest" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ArrayCoreTest.setUp">
|
||
|
|
<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ArrayCoreTest.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ArrayCoreTest.setUp" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ArrayCoreTest.test_init">
|
||
|
|
<code class="descname">test_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ArrayCoreTest.test_init"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ArrayCoreTest.test_init" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ArrayCoreTest.test_slice">
|
||
|
|
<code class="descname">test_slice</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ArrayCoreTest.test_slice"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ArrayCoreTest.test_slice" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.parameterized_tests.</code><code class="descname">ParameterizedTest</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.setUp">
|
||
|
|
<code class="descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.setUp"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.setUp" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_add_parameter">
|
||
|
|
<code class="descname">test_add_parameter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_add_parameter"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_add_parameter" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_add_parameter_already_in_hirarchy">
|
||
|
|
<code class="descname">test_add_parameter_already_in_hirarchy</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_add_parameter_already_in_hirarchy"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_add_parameter_already_in_hirarchy" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_add_parameter_in_hierarchy">
|
||
|
|
<code class="descname">test_add_parameter_in_hierarchy</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_add_parameter_in_hierarchy"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_add_parameter_in_hierarchy" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_constraints">
|
||
|
|
<code class="descname">test_constraints</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_constraints"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_constraints" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_constraints_in_init">
|
||
|
|
<code class="descname">test_constraints_in_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_constraints_in_init"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_constraints_in_init" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_constraints_link_unlink">
|
||
|
|
<code class="descname">test_constraints_link_unlink</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_constraints_link_unlink"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_constraints_link_unlink" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_constraints_views">
|
||
|
|
<code class="descname">test_constraints_views</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_constraints_views"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_constraints_views" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_default_constraints">
|
||
|
|
<code class="descname">test_default_constraints</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_default_constraints"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_default_constraints" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_fix_unfix">
|
||
|
|
<code class="descname">test_fix_unfix</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_fix_unfix"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_fix_unfix" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_fixes">
|
||
|
|
<code class="descname">test_fixes</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_fixes"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_fixes" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_fixing_optimize">
|
||
|
|
<code class="descname">test_fixing_optimize</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_fixing_optimize"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_fixing_optimize" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_fixing_randomize">
|
||
|
|
<code class="descname">test_fixing_randomize</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_fixing_randomize"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_fixing_randomize" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_fixing_randomize_parameter_handling">
|
||
|
|
<code class="descname">test_fixing_randomize_parameter_handling</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_fixing_randomize_parameter_handling"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_fixing_randomize_parameter_handling" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
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|
||
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<dl class="method">
|
||
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<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_parameter_modify_in_init">
|
||
|
|
<code class="descname">test_parameter_modify_in_init</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_parameter_modify_in_init"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_parameter_modify_in_init" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
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|
||
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|
<dl class="method">
|
||
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<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_printing">
|
||
|
|
<code class="descname">test_printing</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_printing"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_printing" title="Permalink to this definition">¶</a></dt>
|
||
|
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<dd></dd></dl>
|
||
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|
||
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|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_randomize">
|
||
|
|
<code class="descname">test_randomize</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_randomize"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_randomize" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
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|
||
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|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_regular_expression_misc">
|
||
|
|
<code class="descname">test_regular_expression_misc</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_regular_expression_misc"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_regular_expression_misc" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_remove_parameter">
|
||
|
|
<code class="descname">test_remove_parameter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_remove_parameter"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_remove_parameter" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_remove_parameter_param_array_grad_array">
|
||
|
|
<code class="descname">test_remove_parameter_param_array_grad_array</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_remove_parameter_param_array_grad_array"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_remove_parameter_param_array_grad_array" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.parameterized_tests.ParameterizedTest.test_updates">
|
||
|
|
<code class="descname">test_updates</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/parameterized_tests.html#ParameterizedTest.test_updates"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.parameterized_tests.ParameterizedTest.test_updates" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
</div>
|
||
|
|
<div class="section" id="module-GPy.testing.pickle_tests">
|
||
|
|
<span id="gpy-testing-pickle-tests-module"></span><h2>GPy.testing.pickle_tests module<a class="headerlink" href="#module-GPy.testing.pickle_tests" title="Permalink to this headline">¶</a></h2>
|
||
|
|
<p>Created on 13 Mar 2014</p>
|
||
|
|
<p>@author: maxz</p>
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.pickle_tests.ListDictTestCase">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.pickle_tests.</code><code class="descname">ListDictTestCase</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#ListDictTestCase"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.ListDictTestCase" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.ListDictTestCase.assertArrayListEquals">
|
||
|
|
<code class="descname">assertArrayListEquals</code><span class="sig-paren">(</span><em>l1</em>, <em>l2</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#ListDictTestCase.assertArrayListEquals"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.ListDictTestCase.assertArrayListEquals" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.ListDictTestCase.assertListDictEquals">
|
||
|
|
<code class="descname">assertListDictEquals</code><span class="sig-paren">(</span><em>d1</em>, <em>d2</em>, <em>msg=None</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#ListDictTestCase.assertListDictEquals"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.ListDictTestCase.assertListDictEquals" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.pickle_tests.Test">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.pickle_tests.</code><code class="descname">Test</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#Test"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.Test" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <a class="reference internal" href="#GPy.testing.pickle_tests.ListDictTestCase" title="GPy.testing.pickle_tests.ListDictTestCase"><code class="xref py py-class docutils literal"><span class="pre">GPy.testing.pickle_tests.ListDictTestCase</span></code></a></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.Test.test_add_observer">
|
||
|
|
<code class="descname">test_add_observer</code><span class="sig-paren">(</span><em>test_item</em><span class="sig-paren">)</span><a class="headerlink" href="#GPy.testing.pickle_tests.Test.test_add_observer" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.Test.test_model">
|
||
|
|
<code class="descname">test_model</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#Test.test_model"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.Test.test_model" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.Test.test_model_concat">
|
||
|
|
<code class="descname">test_model_concat</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#Test.test_model_concat"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.Test.test_model_concat" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.Test.test_modelrecreation">
|
||
|
|
<code class="descname">test_modelrecreation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#Test.test_modelrecreation"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.Test.test_modelrecreation" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.Test.test_observable_array">
|
||
|
|
<code class="descname">test_observable_array</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#Test.test_observable_array"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.Test.test_observable_array" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.Test.test_param">
|
||
|
|
<code class="descname">test_param</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#Test.test_param"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.Test.test_param" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.Test.test_parameter_index_operations">
|
||
|
|
<code class="descname">test_parameter_index_operations</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#Test.test_parameter_index_operations"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.Test.test_parameter_index_operations" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.Test.test_parameterized">
|
||
|
|
<code class="descname">test_parameterized</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#Test.test_parameterized"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.Test.test_parameterized" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.pickle_tests.Test.test_posterior">
|
||
|
|
<code class="descname">test_posterior</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#Test.test_posterior"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.Test.test_posterior" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
<dl class="function">
|
||
|
|
<dt id="GPy.testing.pickle_tests.toy_model">
|
||
|
|
<code class="descclassname">GPy.testing.pickle_tests.</code><code class="descname">toy_model</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/pickle_tests.html#toy_model"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.pickle_tests.toy_model" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</div>
|
||
|
|
<div class="section" id="module-GPy.testing.prior_tests">
|
||
|
|
<span id="gpy-testing-prior-tests-module"></span><h2>GPy.testing.prior_tests module<a class="headerlink" href="#module-GPy.testing.prior_tests" title="Permalink to this headline">¶</a></h2>
|
||
|
|
<dl class="class">
|
||
|
|
<dt id="GPy.testing.prior_tests.PriorTests">
|
||
|
|
<em class="property">class </em><code class="descclassname">GPy.testing.prior_tests.</code><code class="descname">PriorTests</code><span class="sig-paren">(</span><em>methodName='runTest'</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/prior_tests.html#PriorTests"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.prior_tests.PriorTests" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd><p>Bases: <code class="xref py py-class docutils literal"><span class="pre">unittest.case.TestCase</span></code></p>
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.prior_tests.PriorTests.test_Gamma">
|
||
|
|
<code class="descname">test_Gamma</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/prior_tests.html#PriorTests.test_Gamma"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.prior_tests.PriorTests.test_Gamma" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.prior_tests.PriorTests.test_fixed_domain_check">
|
||
|
|
<code class="descname">test_fixed_domain_check</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/prior_tests.html#PriorTests.test_fixed_domain_check"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.prior_tests.PriorTests.test_fixed_domain_check" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.prior_tests.PriorTests.test_fixed_domain_check1">
|
||
|
|
<code class="descname">test_fixed_domain_check1</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/prior_tests.html#PriorTests.test_fixed_domain_check1"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.prior_tests.PriorTests.test_fixed_domain_check1" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.prior_tests.PriorTests.test_incompatibility">
|
||
|
|
<code class="descname">test_incompatibility</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/prior_tests.html#PriorTests.test_incompatibility"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.prior_tests.PriorTests.test_incompatibility" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.prior_tests.PriorTests.test_lognormal">
|
||
|
|
<code class="descname">test_lognormal</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/prior_tests.html#PriorTests.test_lognormal"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.prior_tests.PriorTests.test_lognormal" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.prior_tests.PriorTests.test_set_gaussian_for_reals">
|
||
|
|
<code class="descname">test_set_gaussian_for_reals</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/prior_tests.html#PriorTests.test_set_gaussian_for_reals"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.prior_tests.PriorTests.test_set_gaussian_for_reals" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
<dl class="method">
|
||
|
|
<dt id="GPy.testing.prior_tests.PriorTests.test_set_prior">
|
||
|
|
<code class="descname">test_set_prior</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing/prior_tests.html#PriorTests.test_set_prior"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.prior_tests.PriorTests.test_set_prior" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</dd></dl>
|
||
|
|
|
||
|
|
</div>
|
||
|
|
<div class="section" id="module-GPy.testing">
|
||
|
|
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-GPy.testing" title="Permalink to this headline">¶</a></h2>
|
||
|
|
<p>MaxZ</p>
|
||
|
|
<dl class="function">
|
||
|
|
<dt id="GPy.testing.deepTest">
|
||
|
|
<code class="descclassname">GPy.testing.</code><code class="descname">deepTest</code><span class="sig-paren">(</span><em>reason</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/GPy/testing.html#deepTest"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#GPy.testing.deepTest" title="Permalink to this definition">¶</a></dt>
|
||
|
|
<dd></dd></dl>
|
||
|
|
|
||
|
|
</div>
|
||
|
|
</div>
|
||
|
|
|
||
|
|
|
||
|
|
</div>
|
||
|
|
</div>
|
||
|
|
</div>
|
||
|
|
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
|
||
|
|
<div class="sphinxsidebarwrapper">
|
||
|
|
<h3><a href="index.html">Table Of Contents</a></h3>
|
||
|
|
<ul>
|
||
|
|
<li><a class="reference internal" href="#">GPy.testing package</a><ul>
|
||
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