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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Examples — darkon 0.0.6 documentation</title>
<link rel="stylesheet" href="_static/alabaster.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT: './',
VERSION: '0.0.6',
COLLAPSE_INDEX: false,
FILE_SUFFIX: '.html',
HAS_SOURCE: true,
SOURCELINK_SUFFIX: '.txt'
};
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<meta property="og:description" content="Toolkit to Hack Your Deep Learning Models." />
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<p class="logo">
<a href="index.html">
<img class="logo" src="_static/logo.png" alt="Logo"/>
</a>
</p>
<p class="blurb">Toolkit to Hack Your Deep Learning Models.</p>
<p>
<iframe src="https://ghbtns.com/github-btn.html?user=darkonhub&repo=darkon&type=star&count=true&size=large&v=2"
allowtransparency="true" frameborder="0" scrolling="0" width="200px" height="35px"></iframe>
</p>
<h3>Navigation</h3>
<ul class="current">
<li class="toctree-l1"><a class="reference internal" href="about.html">About Darkon</a></li>
<li class="toctree-l1"><a class="reference internal" href="api/index.html">API</a></li>
<li class="toctree-l1 current"><a class="current reference internal" href="#">Examples</a><ul>
<li class="toctree-l2"><a class="reference internal" href="#darkon-influence">darkon.Influence</a></li>
<li class="toctree-l2"><a class="reference internal" href="#darkon-gradcam">darkon.Gradcam</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="version.html">Versions</a></li>
</ul>
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<h3>Related Topics</h3>
<ul>
<li><a href="index.html">Documentation overview</a><ul>
<li>Previous: <a href="api/darkon.gradcam.gradcam.html" title="previous chapter">gradcam.gradcam</a></li>
<li>Next: <a href="version.html" title="next chapter">Versions</a></li>
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<div class="section" id="examples">
<h1>Examples<a class="headerlink" href="#examples" title="Permalink to this headline">¶</a></h1>
<p>All of examples in <a class="reference external" href="https://github.com/darkonhub/darkon-examples">here</a></p>
<hr class="docutils" />
<div class="section" id="darkon-influence">
<h2>darkon.Influence<a class="headerlink" href="#darkon-influence" title="Permalink to this headline">¶</a></h2>
<p>Cifar-10, ResNet</p>
<ul class="simple">
<li><a class="reference external" href="http://nbviewer.jupyter.org/github/darkonhub/darkon-examples/blob/master/cifar10-resnet/influence_cifar10_resnet.ipynb">Upweighting Influence</a></li>
<li><a class="reference external" href="http://nbviewer.jupyter.org/github/darkonhub/darkon-examples/blob/master/cifar10-resnet/influence_cifar10_resnet_mislabel_all_layers.ipynb">Mislabel detection with all of layers</a></li>
<li><a class="reference external" href="http://nbviewer.jupyter.org/github/darkonhub/darkon-examples/blob/master/cifar10-resnet/influence_cifar10_resnet_mislabel_one_layer.ipynb">Mislabel detection with one top layer</a></li>
</ul>
</div>
<hr class="docutils" />
<div class="section" id="darkon-gradcam">
<h2>darkon.Gradcam<a class="headerlink" href="#darkon-gradcam" title="Permalink to this headline">¶</a></h2>
<p>ImageNet, ResNet</p>
<ul class="simple">
<li><a class="reference external" href="http://nbviewer.jupyter.org/github/darkonhub/darkon-examples/blob/master/gradcam/GradcamDemo.ipynb">Gradcam & Guided Gradcam for image</a></li>
</ul>
<p>Sentence polarity dataset, Text sentiment classification by CNN</p>
<ul class="simple">
<li><a class="reference external" href="http://nbviewer.jupyter.org/github/darkonhub/darkon-examples/blob/master/gradcam/GradcamDemoSequence.ipynb">Gradcam for text sentiment classification</a></li>
</ul>
</div>
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