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<li><a class="reference internal" href="#">Version 0.7.2</a><ul>
<li><a class="reference internal" href="#skopt-optimizer"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.optimizer</span></code></a></li>
<li><a class="reference internal" href="#skopt-utils"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.utils</span></code></a></li>
<li><a class="reference internal" href="#skopt-plots"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.plots</span></code></a></li>
<li><a class="reference internal" href="#skopt-searchcv"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.searchcv</span></code></a></li>
<li><a class="reference internal" href="#skopt-space"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.space</span></code></a></li>
<li><a class="reference internal" href="#miscellaneous">Miscellaneous</a></li>
</ul>
</li>
<li><a class="reference internal" href="#version-0-7-1">Version 0.7.1</a><ul>
<li><a class="reference internal" href="#id1"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.space</span></code></a></li>
<li><a class="reference internal" href="#id2">Miscellaneous</a></li>
</ul>
</li>
<li><a class="reference internal" href="#version-0-7">Version 0.7</a><ul>
<li><a class="reference internal" href="#id3"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.optimizer</span></code></a></li>
<li><a class="reference internal" href="#id4"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.plots</span></code></a></li>
<li><a class="reference internal" href="#id5"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.searchcv</span></code></a></li>
<li><a class="reference internal" href="#id6">Miscellaneous</a></li>
</ul>
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<section id="version-0-7-2">
<span id="changes-0-7-2"></span><h1>Version 0.7.2<a class="headerlink" href="#version-0-7-2" title="Permalink to this headline">¶</a></h1>
<p><strong>February 2020</strong></p>
<section id="skopt-optimizer">
<h2><a class="reference internal" href="../modules/classes.html#module-skopt.optimizer" title="skopt.optimizer"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.optimizer</span></code></a><a class="headerlink" href="#skopt-optimizer" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-success">Feature</span></span> update_next() and get_results() added to Optimize and
add more examples
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/837">#837</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a> and
<a class="reference external" href="https://github.com/sigurdcarlsen">Sigurd Carlsen</a></p></li>
<li><p><span class="raw-html"><span class="badge badge-danger">Fix</span></span> Fix random forest regressor (Add missing min_impurity_decrease)
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/829">#829</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
</ul>
</section>
<section id="skopt-utils">
<h2><a class="reference internal" href="../modules/classes.html#module-skopt.utils" title="skopt.utils"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.utils</span></code></a><a class="headerlink" href="#skopt-utils" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-info">Enhancement</span></span> Add expected_minimum_random_sampling
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/830">#830</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p><span class="raw-html"><span class="badge badge-danger">Fix</span></span> Return ordereddict in point_asdict and add some more unit tests.
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/840">#840</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p><span class="raw-html"><span class="badge badge-info">Enhancement</span></span> Added <code class="docutils literal notranslate"><span class="pre">check_list_types</span></code> and <code class="docutils literal notranslate"><span class="pre">check_dimension_names</span></code>
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/803">#803</a> by <a class="reference external" href="https://github.com/Hvass-Labs">Hvass-Labs</a> and
<a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
</ul>
</section>
<section id="skopt-plots">
<h2><a class="reference internal" href="../modules/classes.html#module-skopt.plots" title="skopt.plots"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.plots</span></code></a><a class="headerlink" href="#skopt-plots" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-info">Enhancement</span></span> Add more parameter to plot_objective and more plot examples
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/830">#830</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a> and
<a class="reference external" href="https://github.com/sigurdcarlsen">Sigurd Carlsen</a></p></li>
</ul>
</section>
<section id="skopt-searchcv">
<h2><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.searchcv</span></code><a class="headerlink" href="#skopt-searchcv" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-danger">Fix</span></span> Fix searchcv rank (issue #831)
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/832">#832</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
</ul>
</section>
<section id="skopt-space">
<h2><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.space</span></code><a class="headerlink" href="#skopt-space" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-danger">Fix</span></span> Fix integer normalize by using round()
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/830">#830</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
</ul>
</section>
<section id="miscellaneous">
<h2>Miscellaneous<a class="headerlink" href="#miscellaneous" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-danger">Fix</span></span> Fix doc examples</p></li>
<li><p><span class="raw-html"><span class="badge badge-danger">Fix</span></span> Fix license detection in github
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/827">#827</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p><span class="raw-html"><span class="badge badge-info">Enhancement</span></span> Add doctest to CI</p></li>
</ul>
</section>
</section>
<section id="version-0-7-1">
<span id="changes-0-7-1"></span><h1>Version 0.7.1<a class="headerlink" href="#version-0-7-1" title="Permalink to this headline">¶</a></h1>
<p><strong>February 2020</strong></p>
<section id="id1">
<h2><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.space</span></code><a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-danger">Fix</span></span> Fix categorical space (issue #821)
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/823">#823</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p><span class="raw-html"><span class="badge badge-info">Enhancement</span></span> int can be set as dtype to fix issue #790
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/807">#807</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p><span class="raw-html"><span class="badge badge-success">Feature</span></span> New StringEncoder, can be used in Categoricals</p></li>
<li><p>Remove string conversion in Identity</p></li>
<li><p><span class="raw-html"><span class="badge badge-info">Enhancement</span></span> dtype can be set in Integer and Real</p></li>
</ul>
</section>
<section id="id2">
<h2>Miscellaneous<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p>Sphinx documentation
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/809">#809</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p>notebooks are replaced by sphinx-gallery
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/811">#811</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p>Improve sphinx doc
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/819">#819</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p>Old pdoc scripts are removed and replaced by sphinx
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/822">#822</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
</ul>
</section>
</section>
<section id="version-0-7">
<span id="changes-0-7"></span><h1>Version 0.7<a class="headerlink" href="#version-0-7" title="Permalink to this headline">¶</a></h1>
<p><strong>January 2020</strong></p>
<section id="id3">
<h2><a class="reference internal" href="../modules/classes.html#module-skopt.optimizer" title="skopt.optimizer"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.optimizer</span></code></a><a class="headerlink" href="#id3" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-info">Enhancement</span></span> Models queue has now a customizable size (model_queue_size).
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/803">#803</a> by <a class="reference external" href="https://github.com/Bacoknight">Kajetan Tukendorf</a> and
<a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p><span class="raw-html"><span class="badge badge-info">Enhancement</span></span> Add log-uniform prior to Integer space
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/805">#805</a> by <a class="reference external" href="https://github.com/liebscher">Alex Liebscher</a></p></li>
</ul>
</section>
<section id="id4">
<h2><a class="reference internal" href="../modules/classes.html#module-skopt.plots" title="skopt.plots"><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.plots</span></code></a><a class="headerlink" href="#id4" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-info">Enhancement</span></span> Support for plotting categorical dimensions
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/806">#806</a> by <a class="reference external" href="https://github.com/jkleint">jkleint</a></p></li>
</ul>
</section>
<section id="id5">
<h2><code class="xref py py-mod docutils literal notranslate"><span class="pre">skopt.searchcv</span></code><a class="headerlink" href="#id5" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-danger">Fix</span></span> Allow BayesSearchCV to work with sklearn 0.21.
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/777">#777</a> by <a class="reference external" href="https://github.com/kitchoi">Kit Choi</a></p></li>
</ul>
</section>
<section id="id6">
<h2>Miscellaneous<a class="headerlink" href="#id6" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li><p><span class="raw-html"><span class="badge badge-danger">Fix</span></span> Reduce the amount of deprecation warnings in unit tests
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/808">#808</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p><span class="raw-html"><span class="badge badge-danger">Fix</span></span> Reduce the amount of deprecation warnings in unit tests
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/802">#802</a> by <a class="reference external" href="https://github.com/liebscher">Alex Liebscher</a></p></li>
<li><p>joblib instead of sklearn.externals.joblib
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/776">#776</a> by <a class="reference external" href="https://github.com/vakker">Vince Jankovics</a></p></li>
<li><p>Improve travis CI unit tests (Different sklearn version are checked)
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/804">#804</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
<li><p>Removed <code class="docutils literal notranslate"><span class="pre">versioneer</span></code> support, to keep things simple and to fix pypi deploy
<a class="reference external" href="https://github.com/scikit-optimize/scikit-optimize/pull/816">#816</a> by <a class="reference external" href="https://github.com/holgern">Holger Nahrstaedt</a></p></li>
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