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7 | 7 | <title>ADAPT — adapt 0.1.0 documentation</title>
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8 | 8 | <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
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9 | 9 | <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
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10 |
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| 10 | + <link rel="stylesheet" href="_static/sg_gallery.css" type="text/css" /> |
11 | 11 | <link rel="stylesheet" href="_static/css/custom.css" type="text/css" />
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12 | 12 | <!--[if lt IE 9]>
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40 | 40 | <input type="hidden" name="area" value="default" />
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41 | 41 | </form>
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42 | 42 | </div>
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43 |
| - </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu"> |
44 |
| -<p class="caption"><span class="caption-text">Installation</span></p> |
| 43 | + </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu"> |
| 44 | +<p class="caption" role="heading"><span class="caption-text">Installation</span></p> |
45 | 45 | <ul>
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46 | 46 | <li class="toctree-l1"><a class="reference internal" href="install.html">Installation</a></li>
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47 | 47 | <li class="toctree-l1"><a class="reference internal" href="https://github.com/adapt-python/adapt">Github</a></li>
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48 | 48 | </ul>
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49 |
| -<p class="caption"><span class="caption-text">API Documentation</span></p> |
| 49 | +<p class="caption" role="heading"><span class="caption-text">API Documentation</span></p> |
50 | 50 | <ul>
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51 |
| -<li class="toctree-l1"><a class="reference internal" href="##adapt-feature-based">Feature-based</a><ul> |
| 51 | +<li class="toctree-l1"><a class="reference internal" href="#adapt-feature-based">Feature-based</a><ul> |
52 | 52 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.feature_based.BaseDeepFeature.html">BaseDeepFeature</a></li>
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53 | 53 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.feature_based.FE.html">FE</a></li>
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54 | 54 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.feature_based.CORAL.html">CORAL</a></li>
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58 | 58 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.feature_based.mSDA.html">mSDA</a></li>
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59 | 59 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.feature_based.MCD.html">MCD</a></li>
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60 | 60 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.feature_based.MDD.html">MDD</a></li>
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| 61 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.feature_based.WDGRL.html">WDGRL</a></li> |
61 | 62 | </ul>
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62 | 63 | </li>
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63 |
| -<li class="toctree-l1"><a class="reference internal" href="##adapt-instance-based">Instance-based</a><ul> |
| 64 | +<li class="toctree-l1"><a class="reference internal" href="#adapt-instance-based">Instance-based</a><ul> |
64 | 65 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.instance_based.KLIEP.html">KLIEP</a></li>
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65 | 66 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.instance_based.KMM.html">KMM</a></li>
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66 | 67 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.instance_based.TrAdaBoost.html">TrAdaBoost</a></li>
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67 | 68 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.instance_based.TrAdaBoostR2.html">TrAdaBoostR2</a></li>
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68 | 69 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.instance_based.TwoStageTrAdaBoostR2.html">TwoStageTrAdaBoostR2</a></li>
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69 | 70 | </ul>
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70 | 71 | </li>
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71 |
| -<li class="toctree-l1"><a class="reference internal" href="##adapt-parameter-based">Parameter-based</a><ul> |
| 72 | +<li class="toctree-l1"><a class="reference internal" href="#adapt-parameter-based">Parameter-based</a><ul> |
72 | 73 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.parameter_based.RegularTransferLR.html">RegularTransferLR</a></li>
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73 | 74 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.parameter_based.RegularTransferLC.html">RegularTransferLC</a></li>
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74 | 75 | <li class="toctree-l2"><a class="reference internal" href="generated/adapt.parameter_based.RegularTransferNN.html">RegularTransferNN</a></li>
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75 | 76 | </ul>
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76 | 77 | </li>
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| 78 | +<li class="toctree-l1"><a class="reference internal" href="#adapt-utils">Utility Functions</a><ul> |
| 79 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.utils.check_arrays.html">check_arrays</a></li> |
| 80 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.utils.check_one_array.html">check_one_array</a></li> |
| 81 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.utils.check_estimator.html">check_estimator</a></li> |
| 82 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.utils.check_network.html">check_network</a></li> |
| 83 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.utils.get_default_encoder.html">get_default_encoder</a></li> |
| 84 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.utils.get_default_task.html">get_default_task</a></li> |
| 85 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.utils.get_default_discriminator.html">get_default_discriminator</a></li> |
| 86 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.utils.GradientHandler.html">GradientHandler</a></li> |
| 87 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.utils.make_classification_da.html">make_classification_da</a></li> |
| 88 | +<li class="toctree-l2"><a class="reference internal" href="generated/adapt.utils.make_regression_da.html">make_regression_da</a></li> |
77 | 89 | </ul>
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78 |
| -<p class="caption"><span class="caption-text">Examples Gallery</span></p> |
| 90 | +</li> |
| 91 | +</ul> |
| 92 | +<p class="caption" role="heading"><span class="caption-text">Examples Gallery</span></p> |
79 | 93 | <ul>
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80 | 94 | <li class="toctree-l1"><a class="reference internal" href="examples/Classification.html">Classification</a><ul>
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81 | 95 | <li class="toctree-l2"><a class="reference internal" href="examples/Classification.html#Experimental-Setup">Experimental Setup</a></li>
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82 | 96 | <li class="toctree-l2"><a class="reference internal" href="examples/Classification.html#Src-Only">Src Only</a></li>
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83 | 97 | <li class="toctree-l2"><a class="reference internal" href="examples/Classification.html#mSDA">mSDA</a></li>
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84 | 98 | <li class="toctree-l2"><a class="reference internal" href="examples/Classification.html#DANN">DANN</a></li>
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85 | 99 | <li class="toctree-l2"><a class="reference internal" href="examples/Classification.html#Instance-Based">Instance Based</a></li>
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86 |
| -<li class="toctree-l2"><a class="reference internal" href="examples/Classification.html#See-also">See also</a></li> |
87 | 100 | </ul>
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88 | 101 | </li>
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89 | 102 | <li class="toctree-l1"><a class="reference internal" href="examples/Two_moons.html">Two Moons</a><ul>
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113 | 126 | <li class="toctree-l2"><a class="reference internal" href="examples/Regression.html#CORAL">CORAL</a></li>
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114 | 127 | <li class="toctree-l2"><a class="reference internal" href="examples/Regression.html#TrAdaBoostR2">TrAdaBoostR2</a></li>
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115 | 128 | <li class="toctree-l2"><a class="reference internal" href="examples/Regression.html#RegularTransferNN">RegularTransferNN</a></li>
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116 |
| -<li class="toctree-l2"><a class="reference internal" href="examples/Regression.html#See-also">See also</a></li> |
117 | 129 | </ul>
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118 | 130 | </li>
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119 | 131 | <li class="toctree-l1"><a class="reference internal" href="examples/sample_bias.html">Sample Bias 1D</a><ul>
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120 | 132 | <li class="toctree-l2"><a class="reference internal" href="examples/sample_bias.html#Setup">Setup</a></li>
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121 |
| -<li class="toctree-l2"><a class="reference internal" href="examples/sample_bias.html#Source-Only">Source Only</a></li> |
122 | 133 | <li class="toctree-l2"><a class="reference internal" href="examples/sample_bias.html#KMM">KMM</a></li>
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123 | 134 | <li class="toctree-l2"><a class="reference internal" href="examples/sample_bias.html#KLIEP">KLIEP</a></li>
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124 | 135 | </ul>
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140 | 151 | </ul>
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141 | 152 | </li>
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142 | 153 | </ul>
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143 |
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144 | 155 | </div>
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145 | 156 | </div>
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146 | 157 | </nav>
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@@ -254,6 +265,9 @@ <h1>ADAPT<a class="headerlink" href="#adapt" title="Permalink to this headline">
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254 | 265 | <tr class="row-odd"><td><p><a class="reference internal" href="generated/adapt.feature_based.MDD.html#adapt.feature_based.MDD" title="adapt.feature_based.MDD"><code class="xref py py-obj docutils literal notranslate"><span class="pre">feature_based.MDD</span></code></a>([encoder, task, ...])</p></td>
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255 | 266 | <td><p>MDD: Margin Disparity Discrepancy is a feature-based domain adaptation method originally introduced for unsupervised classification DA.</p></td>
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256 | 267 | </tr>
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| 268 | +<tr class="row-even"><td><p><a class="reference internal" href="generated/adapt.feature_based.WDGRL.html#adapt.feature_based.WDGRL" title="adapt.feature_based.WDGRL"><code class="xref py py-obj docutils literal notranslate"><span class="pre">feature_based.WDGRL</span></code></a>([encoder, task, ...])</p></td> |
| 269 | +<td><p>WDGRL (Wasserstein Distance Guided Representation Learning) is an unsupervised domain adaptation method on the model of the <span class="xref std std-ref">DANN</span>.</p></td> |
| 270 | +</tr> |
257 | 271 | </tbody>
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258 | 272 | </table>
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259 | 273 | </section>
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