2018-11-13 18:11:49 +04:00
<!doctype html>
2020-08-19 00:06:41 +04:00
< html >
2018-11-13 18:11:49 +04:00
< head >
2020-08-19 00:06:41 +04:00
< meta charset = "utf-8" / >
2023-05-25 02:46:07 +04:00
< meta name = "viewport" content = "width=device-width, initial-scale=1.0" / > < meta name = "generator" content = "Docutils 0.17.1: http://docutils.sourceforge.net/" / >
2022-04-10 21:32:24 +04:00
< title > pyFTS.hyperparam package — pyFTS 1.7 documentation< / title >
< link rel = "stylesheet" type = "text/css" href = "_static/pygments.css" / >
< link rel = "stylesheet" type = "text/css" href = "_static/bizstyle.css" / >
2020-08-19 00:06:41 +04:00
2022-04-10 21:32:24 +04:00
< script data-url_root = "./" id = "documentation_options" src = "_static/documentation_options.js" > < / script >
2020-08-19 00:06:41 +04:00
< script src = "_static/jquery.js" > < / script >
< script src = "_static/underscore.js" > < / script >
< script src = "_static/doctools.js" > < / script >
< script src = "_static/bizstyle.js" > < / script >
2018-11-13 18:11:49 +04:00
< link rel = "index" title = "Index" href = "genindex.html" / >
< link rel = "search" title = "Search" href = "search.html" / >
< link rel = "next" title = "pyFTS.models package" href = "pyFTS.models.html" / >
2019-02-21 19:00:09 +04:00
< link rel = "prev" title = "pyFTS.distributed package" href = "pyFTS.distributed.html" / >
2022-04-10 21:32:24 +04:00
< meta name = "viewport" content = "width=device-width,initial-scale=1.0" / >
2018-11-13 18:11:49 +04:00
<!-- [if lt IE 9]>
2020-08-19 00:06:41 +04:00
< script src = "_static/css3-mediaqueries.js" > < / script >
2018-11-13 18:11:49 +04:00
<![endif]-->
< / head > < body >
< div class = "related" role = "navigation" aria-label = "related navigation" >
< h3 > Navigation< / h3 >
< ul >
< li class = "right" style = "margin-right: 10px" >
< a href = "genindex.html" title = "General Index"
accesskey="I">index< / a > < / li >
< li class = "right" >
< a href = "py-modindex.html" title = "Python Module Index"
>modules< / a > |< / li >
< li class = "right" >
< a href = "pyFTS.models.html" title = "pyFTS.models package"
accesskey="N">next< / a > |< / li >
< li class = "right" >
2019-02-21 19:00:09 +04:00
< a href = "pyFTS.distributed.html" title = "pyFTS.distributed package"
2018-11-13 18:11:49 +04:00
accesskey="P">previous< / a > |< / li >
2022-04-10 21:32:24 +04:00
< li class = "nav-item nav-item-0" > < a href = "index.html" > pyFTS 1.7 documentation< / a > » < / li >
2018-11-13 18:11:49 +04:00
< li class = "nav-item nav-item-1" > < a href = "modules.html" > pyFTS< / a > » < / li >
2020-08-19 00:06:41 +04:00
< li class = "nav-item nav-item-2" > < a href = "pyFTS.html" accesskey = "U" > pyFTS package< / a > » < / li >
< li class = "nav-item nav-item-this" > < a href = "" > pyFTS.hyperparam package< / a > < / li >
2018-11-13 18:11:49 +04:00
< / ul >
2020-08-19 00:06:41 +04:00
< / div >
2018-11-13 18:11:49 +04:00
< div class = "document" >
< div class = "documentwrapper" >
< div class = "bodywrapper" >
< div class = "body" role = "main" >
2023-05-25 02:46:07 +04:00
< section id = "pyfts-hyperparam-package" >
2018-11-13 18:11:49 +04:00
< h1 > pyFTS.hyperparam package< a class = "headerlink" href = "#pyfts-hyperparam-package" title = "Permalink to this headline" > ¶< / a > < / h1 >
2023-05-25 02:46:07 +04:00
< section id = "module-pyFTS.hyperparam" >
2018-11-13 18:11:49 +04:00
< span id = "module-contents" > < / span > < h2 > Module contents< a class = "headerlink" href = "#module-pyFTS.hyperparam" title = "Permalink to this headline" > ¶< / a > < / h2 >
2023-05-25 02:46:07 +04:00
< / section >
< section id = "submodules" >
2018-11-13 18:11:49 +04:00
< h2 > Submodules< a class = "headerlink" href = "#submodules" title = "Permalink to this headline" > ¶< / a > < / h2 >
2023-05-25 02:46:07 +04:00
< / section >
< section id = "module-pyFTS.hyperparam.Util" >
2018-11-13 18:11:49 +04:00
< 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 >
2019-09-24 06:16:06 +04:00
< p > Common facilities for hyperparameter optimization< / p >
2020-08-19 00:06:41 +04:00
< dl class = "py function" >
2022-04-10 21:32:24 +04:00
< 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 >
2018-11-13 18:11:49 +04:00
< dd > < p > Create a sqlite3 table designed to store benchmark results.< / p >
2020-08-19 00:06:41 +04:00
< dl class = "field-list simple" >
< dt class = "field-odd" > Parameters< / dt >
< dd class = "field-odd" > < p > < strong > conn< / strong > – < / p >
< / dd >
< / dl >
2018-11-13 18:11:49 +04:00
< / dd > < / dl >
2020-08-19 00:06:41 +04:00
< dl class = "py function" >
2022-04-10 21:32:24 +04:00
< 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 >
2018-11-13 18:11:49 +04:00
< dd > < p > Insert benchmark data on database< / p >
2020-08-19 00:06:41 +04:00
< dl class = "field-list simple" >
< dt class = "field-odd" > Parameters< / dt >
< dd class = "field-odd" > < p > < strong > data< / strong > – < / p >
< / dd >
< / dl >
2018-11-13 18:11:49 +04:00
< 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 >
2020-08-19 00:06:41 +04:00
< dl class = "field-list simple" >
< dt class = "field-odd" > Parameters< / dt >
< dd class = "field-odd" > < p > < strong > conn< / strong > – < / p >
< / dd >
< dt class = "field-even" > Returns< / dt >
< dd class = "field-even" > < p > < / p >
< / dd >
< / dl >
< / dd > < / dl >
< dl class = "py function" >
2022-04-10 21:32:24 +04:00
< 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 >
2018-11-13 18:11:49 +04:00
< dd > < p > Open a connection with a Sqlite database designed to store benchmark results.< / p >
2020-08-19 00:06:41 +04:00
< dl class = "field-list simple" >
< dt class = "field-odd" > Parameters< / dt >
< dd class = "field-odd" > < p > < strong > name< / strong > – < / p >
< / dd >
< dt class = "field-even" > Returns< / dt >
< dd class = "field-even" > < p > a sqlite3 database connection< / p >
< / dd >
< / dl >
2018-11-13 18:11:49 +04:00
< / dd > < / dl >
2023-05-25 02:46:07 +04:00
< / 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 >
2018-11-13 18:11:49 +04:00
2020-08-19 00:06:41 +04:00
< div class = "clearer" > < / div >
2018-11-13 18:11:49 +04:00
< / div >
< / div >
< / div >
2020-08-19 00:06:41 +04:00
< div class = "sphinxsidebar" role = "navigation" aria-label = "main navigation" >
< div class = "sphinxsidebarwrapper" >
2023-05-25 02:46:07 +04:00
< h3 > < a href = "index.html" > Table of Contents< / a > < / h3 >
< ul >
2020-08-19 00:06:41 +04:00
< 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 >
2023-05-25 02:46:07 +04:00
< 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 >
2020-08-19 00:06:41 +04:00
< / ul >
< / li >
< / ul >
2023-05-25 02:46:07 +04:00
< 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 >
2020-08-19 00:06:41 +04:00
< 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" >
2022-04-10 21:32:24 +04:00
< input type = "text" name = "q" aria-labelledby = "searchlabel" autocomplete = "off" autocorrect = "off" autocapitalize = "off" spellcheck = "false" / >
2020-08-19 00:06:41 +04:00
< input type = "submit" value = "Go" / >
< / form >
< / div >
< / div >
< script > $ ( '#searchbox' ) . show ( 0 ) ; < / script >
< / div >
< / div >
2018-11-13 18:11:49 +04:00
< div class = "clearer" > < / div >
< / div >
< div class = "related" role = "navigation" aria-label = "related navigation" >
< h3 > Navigation< / h3 >
< ul >
< li class = "right" style = "margin-right: 10px" >
< a href = "genindex.html" title = "General Index"
>index< / a > < / li >
< li class = "right" >
< a href = "py-modindex.html" title = "Python Module Index"
>modules< / a > |< / li >
< li class = "right" >
< a href = "pyFTS.models.html" title = "pyFTS.models package"
>next< / a > |< / li >
< li class = "right" >
2019-02-21 19:00:09 +04:00
< a href = "pyFTS.distributed.html" title = "pyFTS.distributed package"
2018-11-13 18:11:49 +04:00
>previous< / a > |< / li >
2022-04-10 21:32:24 +04:00
< li class = "nav-item nav-item-0" > < a href = "index.html" > pyFTS 1.7 documentation< / a > » < / li >
2018-11-13 18:11:49 +04:00
< li class = "nav-item nav-item-1" > < a href = "modules.html" > pyFTS< / a > » < / li >
2020-08-19 00:06:41 +04:00
< li class = "nav-item nav-item-2" > < a href = "pyFTS.html" > pyFTS package< / a > » < / li >
< li class = "nav-item nav-item-this" > < a href = "" > pyFTS.hyperparam package< / a > < / li >
2018-11-13 18:11:49 +04:00
< / ul >
< / div >
< div class = "footer" role = "contentinfo" >
2022-04-10 21:32:24 +04:00
© Copyright 2022, Machine Intelligence and Data Science Laboratory - UFMG - Brazil.
2023-05-25 02:46:07 +04:00
Created using < a href = "https://www.sphinx-doc.org/" > Sphinx< / a > 4.3.2.
2018-11-13 18:11:49 +04:00
< / div >
< / body >
< / html >
