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<section id="pyfts-hyperparam-package">
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<h1>pyFTS.hyperparam package<a class="headerlink" href="#pyfts-hyperparam-package" title="Permalink to this headline">¶</a></h1>
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<section id="module-pyFTS.hyperparam">
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<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-pyFTS.hyperparam" title="Permalink to this headline">¶</a></h2>
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</section>
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<section id="submodules">
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<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
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</section>
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<section id="module-pyFTS.hyperparam.Util">
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<span id="pyfts-hyperparam-util-module"></span><h2>pyFTS.hyperparam.Util module<a class="headerlink" href="#module-pyFTS.hyperparam.Util" title="Permalink to this headline">¶</a></h2>
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<p>Common facilities for hyperparameter optimization</p>
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<dl class="py function">
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<dt class="sig sig-object py" id="pyFTS.hyperparam.Util.create_hyperparam_tables">
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<span class="sig-prename descclassname"><span class="pre">pyFTS.hyperparam.Util.</span></span><span class="sig-name descname"><span class="pre">create_hyperparam_tables</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">conn</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/hyperparam/Util.html#create_hyperparam_tables"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#pyFTS.hyperparam.Util.create_hyperparam_tables" title="Permalink to this definition">¶</a></dt>
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<dd><p>Create a sqlite3 table designed to store benchmark results.</p>
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<dl class="field-list simple">
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<dt class="field-odd">Parameters</dt>
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<dd class="field-odd"><p><strong>conn</strong> – a sqlite3 database connection</p>
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</dd>
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</dl>
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</dd></dl>
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<dl class="py function">
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<dt class="sig sig-object py" id="pyFTS.hyperparam.Util.insert_hyperparam">
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<span class="sig-prename descclassname"><span class="pre">pyFTS.hyperparam.Util.</span></span><span class="sig-name descname"><span class="pre">insert_hyperparam</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">conn</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/hyperparam/Util.html#insert_hyperparam"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#pyFTS.hyperparam.Util.insert_hyperparam" title="Permalink to this definition">¶</a></dt>
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<dd><p>Insert benchmark data on database</p>
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<dl class="field-list simple">
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<dt class="field-odd">Parameters</dt>
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<dd class="field-odd"><p><strong>data</strong> – a tuple with the benchmark data with format:</p>
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</dd>
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</dl>
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<p>Dataset: Identify on which dataset the dataset was performed
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Tag: a user defined word that indentify a benchmark set
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Model: FTS model
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Transformation: The name of data transformation, if one was used
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mf: membership function
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Order: the order of the FTS method
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Partitioner: UoD partitioning scheme
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Partitions: Number of partitions
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alpha: alpha cut
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lags: lags
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Measure: accuracy measure
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Value: the measure value</p>
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<dl class="field-list simple">
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<dt class="field-odd">Parameters</dt>
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<dd class="field-odd"><p><strong>conn</strong> – a sqlite3 database connection</p>
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</dd>
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<dt class="field-even">Returns</dt>
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<dd class="field-even"><p></p>
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</dd>
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</dl>
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</dd></dl>
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<dl class="py function">
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<dt class="sig sig-object py" id="pyFTS.hyperparam.Util.open_hyperparam_db">
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<span class="sig-prename descclassname"><span class="pre">pyFTS.hyperparam.Util.</span></span><span class="sig-name descname"><span class="pre">open_hyperparam_db</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/hyperparam/Util.html#open_hyperparam_db"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#pyFTS.hyperparam.Util.open_hyperparam_db" title="Permalink to this definition">¶</a></dt>
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<dd><p>Open a connection with a Sqlite database designed to store benchmark results.</p>
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<dl class="field-list simple">
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<dt class="field-odd">Parameters</dt>
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<dd class="field-odd"><p><strong>name</strong> – database filenem</p>
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</dd>
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<dt class="field-even">Returns</dt>
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<dd class="field-even"><p>a sqlite3 database connection</p>
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</dd>
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</dl>
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</dd></dl>
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</section>
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<section id="pyfts-hyperparam-gridsearch-module">
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<h2>pyFTS.hyperparam.GridSearch module<a class="headerlink" href="#pyfts-hyperparam-gridsearch-module" title="Permalink to this headline">¶</a></h2>
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</section>
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<section id="pyfts-hyperparam-evolutionary-module">
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<h2>pyFTS.hyperparam.Evolutionary module<a class="headerlink" href="#pyfts-hyperparam-evolutionary-module" title="Permalink to this headline">¶</a></h2>
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<h3><a href="index.html">Table of Contents</a></h3>
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<ul>
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<li><a class="reference internal" href="#">pyFTS.hyperparam package</a><ul>
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<li><a class="reference internal" href="#module-pyFTS.hyperparam">Module contents</a></li>
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<li><a class="reference internal" href="#submodules">Submodules</a></li>
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<li><a class="reference internal" href="#module-pyFTS.hyperparam.Util">pyFTS.hyperparam.Util module</a></li>
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<li><a class="reference internal" href="#pyfts-hyperparam-gridsearch-module">pyFTS.hyperparam.GridSearch module</a></li>
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<li><a class="reference internal" href="#pyfts-hyperparam-evolutionary-module">pyFTS.hyperparam.Evolutionary module</a></li>
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