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href="">pyFTS.hyperparam package</a></li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <section id="pyfts-hyperparam-package"> <h1>pyFTS.hyperparam package<a class="headerlink" href="#pyfts-hyperparam-package" title="Permalink to this headline">¶</a></h1> <section id="module-pyFTS.hyperparam"> <span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-pyFTS.hyperparam" title="Permalink to this headline">¶</a></h2> </section> <section id="submodules"> <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2> </section> <section id="module-pyFTS.hyperparam.Util"> <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> <p>Common facilities for hyperparameter optimization</p> <dl class="py function"> <dt class="sig sig-object py" id="pyFTS.hyperparam.Util.create_hyperparam_tables"> <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> <dd><p>Create a sqlite3 table designed to store benchmark results.</p> <dl class="field-list simple"> <dt class="field-odd">Parameters</dt> <dd class="field-odd"><p><strong>conn</strong> – a sqlite3 database connection</p> </dd> </dl> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="pyFTS.hyperparam.Util.insert_hyperparam"> <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> <dd><p>Insert benchmark data on database</p> <dl class="field-list simple"> <dt class="field-odd">Parameters</dt> <dd class="field-odd"><p><strong>data</strong> – a tuple with the benchmark data with format:</p> </dd> </dl> <p>Dataset: Identify on which dataset the dataset was performed Tag: a user defined word that indentify a benchmark set Model: FTS model Transformation: The name of data transformation, if one was used mf: membership function Order: the order of the FTS method Partitioner: UoD partitioning scheme Partitions: Number of partitions alpha: alpha cut lags: lags Measure: accuracy measure Value: the measure value</p> <dl class="field-list simple"> <dt class="field-odd">Parameters</dt> <dd class="field-odd"><p><strong>conn</strong> – a sqlite3 database connection</p> </dd> <dt class="field-even">Returns</dt> <dd class="field-even"><p></p> </dd> </dl> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="pyFTS.hyperparam.Util.open_hyperparam_db"> <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> <dd><p>Open a connection with a Sqlite database designed to store benchmark results.</p> <dl class="field-list simple"> <dt class="field-odd">Parameters</dt> <dd class="field-odd"><p><strong>name</strong> – database filenem</p> </dd> <dt class="field-even">Returns</dt> <dd class="field-even"><p>a sqlite3 database connection</p> </dd> </dl> </dd></dl> </section> <section id="pyfts-hyperparam-gridsearch-module"> <h2>pyFTS.hyperparam.GridSearch module<a class="headerlink" href="#pyfts-hyperparam-gridsearch-module" title="Permalink to this headline">¶</a></h2> </section> <section id="pyfts-hyperparam-evolutionary-module"> <h2>pyFTS.hyperparam.Evolutionary module<a class="headerlink" href="#pyfts-hyperparam-evolutionary-module" title="Permalink to this headline">¶</a></h2> </section> </section> <div class="clearer"></div> </div> </div> </div> <div class="sphinxsidebar" role="navigation" aria-label="main navigation"> <div class="sphinxsidebarwrapper"> <p class="logo"><a href="index.html"> <img class="logo" src="_static/logo_heading2.png" alt="Logo"/> </a></p> <h3><a href="index.html">Table of Contents</a></h3> <ul> <li><a class="reference internal" href="#">pyFTS.hyperparam package</a><ul> <li><a class="reference internal" href="#module-pyFTS.hyperparam">Module contents</a></li> <li><a class="reference internal" href="#submodules">Submodules</a></li> <li><a class="reference internal" href="#module-pyFTS.hyperparam.Util">pyFTS.hyperparam.Util module</a></li> <li><a class="reference internal" href="#pyfts-hyperparam-gridsearch-module">pyFTS.hyperparam.GridSearch module</a></li> <li><a class="reference internal" href="#pyfts-hyperparam-evolutionary-module">pyFTS.hyperparam.Evolutionary module</a></li> </ul> </li> </ul> <h4>Previous topic</h4> <p class="topless"><a href="pyFTS.distributed.html" title="previous chapter">pyFTS.distributed package</a></p> <h4>Next topic</h4> <p class="topless"><a href="pyFTS.models.html" title="next chapter">pyFTS.models package</a></p> <div role="note" aria-label="source link"> <h3>This Page</h3> <ul class="this-page-menu"> <li><a href="_sources/pyFTS.hyperparam.rst.txt" rel="nofollow">Show Source</a></li> </ul> </div> <div id="searchbox" style="display: none" role="search"> <h3 id="searchlabel">Quick search</h3> <div class="searchformwrapper"> <form class="search" action="search.html" method="get"> <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/> <input type="submit" value="Go" /> </form> </div> </div> <script>$('#searchbox').show(0);</script> </div> </div> <div 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