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change template default value to None #870
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Weixuan Fu committed Jul 16, 2019
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24 changes: 12 additions & 12 deletions docs/404.html
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<link rel="stylesheet" href="/tpot/css/theme.css" type="text/css" />
<link rel="stylesheet" href="/tpot/css/theme_extra.css" type="text/css" />
<link rel="stylesheet" href="/tpot/css/highlight.css">
<link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/github.min.css">

<script src="/tpot/js/jquery-2.1.1.min.js"></script>
<script src="/tpot/js/modernizr-2.8.3.min.js"></script>
<script type="text/javascript" src="/tpot/js/highlight.pack.js"></script>
<script src="/tpot/js/jquery-2.1.1.min.js" defer></script>
<script src="/tpot/js/modernizr-2.8.3.min.js" defer></script>
<script src="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/highlight.min.js"></script>
<script>hljs.initHighlightingOnLoad();</script>

</head>

Expand All @@ -28,10 +29,10 @@

<nav data-toggle="wy-nav-shift" class="wy-nav-side stickynav">
<div class="wy-side-nav-search">
<a href="/tpot/" class="icon icon-home"> TPOT</a>
<a href="/tpot/." class="icon icon-home"> TPOT</a>
<div role="search">
<form id ="rtd-search-form" class="wy-form" action="/tpot/search.html" method="get">
<input type="text" name="q" placeholder="Search docs" />
<input type="text" name="q" placeholder="Search docs" title="Type search term here" />
</form>
</div>
</div>
Expand All @@ -42,7 +43,7 @@

<li class="toctree-l1">

<a class="" href="/tpot/">Home</a>
<a class="" href="/tpot/.">Home</a>
</li>

<li class="toctree-l1">
Expand Down Expand Up @@ -100,15 +101,15 @@

<nav class="wy-nav-top" role="navigation" aria-label="top navigation">
<i data-toggle="wy-nav-top" class="fa fa-bars"></i>
<a href="/tpot/">TPOT</a>
<a href="/tpot/.">TPOT</a>
</nav>


<div class="wy-nav-content">
<div class="rst-content">
<div role="navigation" aria-label="breadcrumbs navigation">
<ul class="wy-breadcrumbs">
<li><a href="/tpot/">Docs</a> &raquo;</li>
<li><a href="/tpot/.">Docs</a> &raquo;</li>


<li class="wy-breadcrumbs-aside">
Expand Down Expand Up @@ -160,9 +161,8 @@ <h1 id="404-page-not-found">404</h1>
</span>
</div>
<script>var base_url = '/tpot';</script>
<script src="/tpot/js/theme.js"></script>
<script src="/tpot/search/require.js"></script>
<script src="/tpot/search/search.js"></script>
<script src="/tpot/js/theme.js" defer></script>
<script src="/tpot/search/main.js" defer></script>

</body>
</html>
34 changes: 17 additions & 17 deletions docs/api/index.html
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<link rel="stylesheet" href="../css/theme.css" type="text/css" />
<link rel="stylesheet" href="../css/theme_extra.css" type="text/css" />
<link rel="stylesheet" href="../css/highlight.css">
<link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/github.min.css">

<script>
// Current page data
var mkdocs_page_name = "TPOT API";
var mkdocs_page_input_path = "api.md";
var mkdocs_page_url = "/api/";
var mkdocs_page_url = "/tpot/api/";
</script>

<script src="../js/jquery-2.1.1.min.js"></script>
<script src="../js/modernizr-2.8.3.min.js"></script>
<script type="text/javascript" src="../js/highlight.pack.js"></script>
<script src="../js/jquery-2.1.1.min.js" defer></script>
<script src="../js/modernizr-2.8.3.min.js" defer></script>
<script src="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/highlight.min.js"></script>
<script>hljs.initHighlightingOnLoad();</script>

</head>

Expand All @@ -38,7 +39,7 @@
<a href=".." class="icon icon-home"> TPOT</a>
<div role="search">
<form id ="rtd-search-form" class="wy-form" action="../search.html" method="get">
<input type="text" name="q" placeholder="Search docs" />
<input type="text" name="q" placeholder="Search docs" title="Type search term here" />
</form>
</div>
</div>
Expand Down Expand Up @@ -149,7 +150,7 @@ <h1 id="classification">Classification</h1>
<strong>subsample</strong>=1.0, <strong>n_jobs</strong>=1,
<strong>max_time_mins</strong>=None, <strong>max_eval_time_mins</strong>=5,
<strong>random_state</strong>=None, <strong>config_dict</strong>=None,
<strong>template</strong>="RandomTree",
<strong>template</strong>=None,
<strong>warm_start</strong>=False,
<strong>memory</strong>=None,
<strong>use_dask</strong>=False,
Expand All @@ -166,7 +167,7 @@ <h1 id="classification">Classification</h1>
The TPOTClassifier will also search over the hyperparameters of all objects in the pipeline.</p>
<p>By default, TPOTClassifier will search over a broad range of supervised classification algorithms, transformers, and their parameters.
However, the algorithms, transformers, and hyperparameters that the TPOTClassifier searches over can be fully customized using the <code>config_dict</code> parameter.</p>
<p>Read more in the <a href="../using/#tpot-with-code">User Guide</a>.</p>
<p>Read more in the <a href="using/#tpot-with-code">User Guide</a>.</p>
<table>
<tr>
<td width="20%" style="vertical-align:top; background:#F5F5F5;"><strong>Parameters:</strong></td>
Expand Down Expand Up @@ -286,11 +287,11 @@ <h1 id="classification">Classification</h1>
See the <a href="../using/#built-in-tpot-configurations">built-in configurations</a> section for the list of configurations included with TPOT, and the <a href="../using/#customizing-tpots-operators-and-parameters">custom configuration</a> section for more information and examples of how to create your own TPOT configurations.
</blockquote>

<strong>template</strong>: string (default="RandomTree")
<strong>template</strong>: string (default=None)
<blockquote>
Template of predefined pipeline structure. The option is for specifying a desired structure for the machine learning pipeline evaluated in TPOT.
<br /><br />
So far this option only supports linear pipeline structure. Each step in the pipeline should be a main class of operators (Selector, Transformer, Classifier) or a specific operator (e.g. `SelectPercentile`) defined in TPOT operator configuration. If one step is a main class, TPOT will randomly assign all subclass operators (subclasses of [`SelectorMixin`](https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/feature_selection/base.py#L17), [`TransformerMixin`](https://scikit-learn.org/stable/modules/generated/sklearn.base.TransformerMixin.html), [`ClassifierMixin`](https://scikit-learn.org/stable/modules/generated/sklearn.base.ClassifierMixin.html) in scikit-learn) to that step. Steps in the template are delimited by "-", e.g. "SelectPercentile-Transformer-Classifier". By default value of template is "RandomTree", TPOT generates tree-based pipeline randomly.
So far this option only supports linear pipeline structure. Each step in the pipeline should be a main class of operators (Selector, Transformer, Classifier) or a specific operator (e.g. `SelectPercentile`) defined in TPOT operator configuration. If one step is a main class, TPOT will randomly assign all subclass operators (subclasses of [`SelectorMixin`](https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/feature_selection/base.py#L17), [`TransformerMixin`](https://scikit-learn.org/stable/modules/generated/sklearn.base.TransformerMixin.html), [`ClassifierMixin`](https://scikit-learn.org/stable/modules/generated/sklearn.base.ClassifierMixin.html) in scikit-learn) to that step. Steps in the template are delimited by "-", e.g. "SelectPercentile-Transformer-Classifier". By default value of template is None, TPOT generates tree-based pipeline randomly.

See the <a href="../using/#template-option-in-tpot"> template option in tpot</a> section for more details.
</blockquote>
Expand Down Expand Up @@ -621,7 +622,7 @@ <h1 id="regression">Regression</h1>
<strong>subsample</strong>=1.0, <strong>n_jobs</strong>=1,
<strong>max_time_mins</strong>=None, <strong>max_eval_time_mins</strong>=5,
<strong>random_state</strong>=None, <strong>config_dict</strong>=None,
<strong>template</strong>="RandomTree",
<strong>template</strong>=None,
<strong>warm_start</strong>=False,
<strong>memory</strong>=None,
<strong>use_dask</strong>=False,
Expand All @@ -638,7 +639,7 @@ <h1 id="regression">Regression</h1>
The TPOTRegressor will also search over the hyperparameters of all objects in the pipeline.</p>
<p>By default, TPOTRegressor will search over a broad range of supervised regression models, transformers, and their hyperparameters.
However, the models, transformers, and parameters that the TPOTRegressor searches over can be fully customized using the <code>config_dict</code> parameter.</p>
<p>Read more in the <a href="../using/#tpot-with-code">User Guide</a>.</p>
<p>Read more in the <a href="using/#tpot-with-code">User Guide</a>.</p>
<table>
<tr>
<td width="20%" style="vertical-align:top; background:#F5F5F5;"><strong>Parameters:</strong></td>
Expand Down Expand Up @@ -759,11 +760,11 @@ <h1 id="regression">Regression</h1>
See the <a href="../using/#built-in-tpot-configurations">built-in configurations</a> section for the list of configurations included with TPOT, and the <a href="../using/#customizing-tpots-operators-and-parameters">custom configuration</a> section for more information and examples of how to create your own TPOT configurations.
</blockquote>

<strong>template</strong>: string (default="RandomTree")
<strong>template</strong>: string (default=None)
<blockquote>
Template of predefined pipeline structure. The option is for specifying a desired structure for the machine learning pipeline evaluated in TPOT.
<br /><br />
So far this option only supports linear pipeline structure. Each step in the pipeline should be a main class of operators (Selector, Transformer or Regressor) or a specific operator (e.g. `SelectPercentile`) defined in TPOT operator configuration. If one step is a main class, TPOT will randomly assign all subclass operators (subclasses of [`SelectorMixin`](https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/feature_selection/base.py#L17), [`TransformerMixin`](https://scikit-learn.org/stable/modules/generated/sklearn.base.TransformerMixin.html) or [`RegressorMixin`](https://scikit-learn.org/stable/modules/generated/sklearn.base.RegressorMixin.html) in scikit-learn) to that step. Steps in the template are delimited by "-", e.g. "SelectPercentile-Transformer-Regressor". By default value of template is "RandomTree", TPOT generates tree-based pipeline randomly.
So far this option only supports linear pipeline structure. Each step in the pipeline should be a main class of operators (Selector, Transformer or Regressor) or a specific operator (e.g. `SelectPercentile`) defined in TPOT operator configuration. If one step is a main class, TPOT will randomly assign all subclass operators (subclasses of [`SelectorMixin`](https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/feature_selection/base.py#L17), [`TransformerMixin`](https://scikit-learn.org/stable/modules/generated/sklearn.base.TransformerMixin.html) or [`RegressorMixin`](https://scikit-learn.org/stable/modules/generated/sklearn.base.RegressorMixin.html) in scikit-learn) to that step. Steps in the template are delimited by "-", e.g. "SelectPercentile-Transformer-Regressor". By default value of template is None, TPOT generates tree-based pipeline randomly.

See the <a href="../using/#template-option-in-tpot"> template option in tpot</a> section for more details.
</blockquote>
Expand Down Expand Up @@ -1097,9 +1098,8 @@ <h1 id="regression">Regression</h1>
</span>
</div>
<script>var base_url = '..';</script>
<script src="../js/theme.js"></script>
<script src="../search/require.js"></script>
<script src="../search/search.js"></script>
<script src="../js/theme.js" defer></script>
<script src="../search/main.js" defer></script>

</body>
</html>
18 changes: 9 additions & 9 deletions docs/citing/index.html
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<link rel="stylesheet" href="../css/theme.css" type="text/css" />
<link rel="stylesheet" href="../css/theme_extra.css" type="text/css" />
<link rel="stylesheet" href="../css/highlight.css">
<link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/github.min.css">

<script>
// Current page data
var mkdocs_page_name = "Citing";
var mkdocs_page_input_path = "citing.md";
var mkdocs_page_url = "/citing/";
var mkdocs_page_url = "/tpot/citing/";
</script>

<script src="../js/jquery-2.1.1.min.js"></script>
<script src="../js/modernizr-2.8.3.min.js"></script>
<script type="text/javascript" src="../js/highlight.pack.js"></script>
<script src="../js/jquery-2.1.1.min.js" defer></script>
<script src="../js/modernizr-2.8.3.min.js" defer></script>
<script src="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/highlight.min.js"></script>
<script>hljs.initHighlightingOnLoad();</script>

</head>

Expand All @@ -38,7 +39,7 @@
<a href=".." class="icon icon-home"> TPOT</a>
<div role="search">
<form id ="rtd-search-form" class="wy-form" action="../search.html" method="get">
<input type="text" name="q" placeholder="Search docs" />
<input type="text" name="q" placeholder="Search docs" title="Type search term here" />
</form>
</div>
</div>
Expand Down Expand Up @@ -223,9 +224,8 @@
</span>
</div>
<script>var base_url = '..';</script>
<script src="../js/theme.js"></script>
<script src="../search/require.js"></script>
<script src="../search/search.js"></script>
<script src="../js/theme.js" defer></script>
<script src="../search/main.js" defer></script>

</body>
</html>
18 changes: 9 additions & 9 deletions docs/contributing/index.html
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<link rel="stylesheet" href="../css/theme.css" type="text/css" />
<link rel="stylesheet" href="../css/theme_extra.css" type="text/css" />
<link rel="stylesheet" href="../css/highlight.css">
<link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/github.min.css">

<script>
// Current page data
var mkdocs_page_name = "Contributing";
var mkdocs_page_input_path = "contributing.md";
var mkdocs_page_url = "/contributing/";
var mkdocs_page_url = "/tpot/contributing/";
</script>

<script src="../js/jquery-2.1.1.min.js"></script>
<script src="../js/modernizr-2.8.3.min.js"></script>
<script type="text/javascript" src="../js/highlight.pack.js"></script>
<script src="../js/jquery-2.1.1.min.js" defer></script>
<script src="../js/modernizr-2.8.3.min.js" defer></script>
<script src="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/highlight.min.js"></script>
<script>hljs.initHighlightingOnLoad();</script>

</head>

Expand All @@ -38,7 +39,7 @@
<a href=".." class="icon icon-home"> TPOT</a>
<div role="search">
<form id ="rtd-search-form" class="wy-form" action="../search.html" method="get">
<input type="text" name="q" placeholder="Search docs" />
<input type="text" name="q" placeholder="Search docs" title="Type search term here" />
</form>
</div>
</div>
Expand Down Expand Up @@ -304,9 +305,8 @@ <h2 id="after-submitting-your-pull-request">After submitting your pull request</
</span>
</div>
<script>var base_url = '..';</script>
<script src="../js/theme.js"></script>
<script src="../search/require.js"></script>
<script src="../search/search.js"></script>
<script src="../js/theme.js" defer></script>
<script src="../search/main.js" defer></script>

</body>
</html>
124 changes: 0 additions & 124 deletions docs/css/highlight.css
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