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@modelx/modelx

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Construct AI & ML models with JSON using Typescript & Tensorflow

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<!doctype html> <html class="default no-js"> <head> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <title>&quot;src/util&quot; | @modelx/data</title> <meta name="description" content=""> <meta name="viewport" content="width=device-width, initial-scale=1"> <link rel="stylesheet" href="../assets/css/main.css"> </head> <body> <header> <div class="tsd-page-toolbar"> <div class="container"> <div class="table-wrap"> <div class="table-cell" id="tsd-search" data-index="../assets/js/search.js" data-base=".."> <div class="field"> <label for="tsd-search-field" class="tsd-widget search no-caption">Search</label> <input id="tsd-search-field" type="text" /> </div> <ul class="results"> <li class="state loading">Preparing search index...</li> <li class="state failure">The search index is not available</li> </ul> <a href="../index.html" class="title">@modelx/data</a> </div> <div class="table-cell" id="tsd-widgets"> <div id="tsd-filter"> <a href="#" class="tsd-widget 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<li> <a href="_src_util_.html">&quot;src/util&quot;</a> </li> </ul> <h1>External module &quot;src/util&quot;</h1> </div> </div> </header> <div class="container container-main"> <div class="row"> <div class="col-8 col-content"> <section class="tsd-panel-group tsd-index-group"> <h2>Index</h2> <section class="tsd-panel tsd-index-panel"> <div class="tsd-index-content"> <section class="tsd-index-section "> <h3>Type aliases</h3> <ul class="tsd-index-list"> <li class="tsd-kind-type-alias tsd-parent-kind-external-module"><a href="_src_util_.html#fake" class="tsd-kind-icon">Fake</a></li> </ul> </section> <section class="tsd-index-section "> <h3>Functions</h3> <ul class="tsd-index-list"> <li class="tsd-kind-function tsd-parent-kind-external-module"><a href="_src_util_.html#generatenumberrange" class="tsd-kind-icon">generate<wbr>Number<wbr>Range</a></li> <li class="tsd-kind-function tsd-parent-kind-external-module"><a href="_src_util_.html#getdata" class="tsd-kind-icon">get<wbr>Data</a></li> <li class="tsd-kind-function tsd-parent-kind-external-module"><a href="_src_util_.html#getdatum" class="tsd-kind-icon">get<wbr>Datum</a></li> <li class="tsd-kind-function tsd-parent-kind-external-module"><a href="_src_util_.html#getmockclassification" class="tsd-kind-icon">get<wbr>Mock<wbr>Classification</a></li> <li class="tsd-kind-function tsd-parent-kind-external-module"><a href="_src_util_.html#getmockregression" class="tsd-kind-icon">get<wbr>Mock<wbr>Regression</a></li> <li class="tsd-kind-function tsd-parent-kind-external-module"><a href="_src_util_.html#getmocktimeseries" class="tsd-kind-icon">get<wbr>Mock<wbr>Timeseries</a></li> <li class="tsd-kind-function tsd-parent-kind-external-module"><a href="_src_util_.html#randomnumber" class="tsd-kind-icon">random<wbr>Number</a></li> <li class="tsd-kind-function tsd-parent-kind-external-module"><a href="_src_util_.html#timeseriessort" class="tsd-kind-icon">timeseries<wbr>Sort</a></li> </ul> </section> <section class="tsd-index-section "> <h3>Object literals</h3> <ul class="tsd-index-list"> <li class="tsd-kind-object-literal tsd-parent-kind-external-module"><a href="_src_util_.html#faker" class="tsd-kind-icon">Faker</a></li> </ul> </section> </div> </section> </section> <section class="tsd-panel-group tsd-member-group "> <h2>Type aliases</h2> <section class="tsd-panel tsd-member tsd-kind-type-alias tsd-parent-kind-external-module"> <a name="fake" class="tsd-anchor"></a> <h3>Fake</h3> <div class="tsd-signature tsd-kind-icon">Fake<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{}</span></div> <aside class="tsd-sources"> <ul> <li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/util.ts#L7">Users/yawjosephetse/Developer/github/repetere/modelx/src/util.ts:7</a></li> </ul> </aside> <div class="tsd-type-declaration"> <h4>Type declaration</h4> <ul class="tsd-parameters"> <li class="tsd-parameter-index-signature"> <h5><span class="tsd-signature-symbol">[</span>index: <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">]: </span><span class="tsd-signature-type">any</span></h5> </li> </ul> </div> </section> </section> <section class="tsd-panel-group tsd-member-group "> <h2>Functions</h2> <section class="tsd-panel tsd-member tsd-kind-function tsd-parent-kind-external-module"> <a name="generatenumberrange" class="tsd-anchor"></a> <h3>generate<wbr>Number<wbr>Range</h3> <ul class="tsd-signatures tsd-kind-function tsd-parent-kind-external-module"> <li class="tsd-signature tsd-kind-icon">generate<wbr>Number<wbr>Range<span class="tsd-signature-symbol">(</span>start<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span>, end<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></li> </ul> <ul class="tsd-descriptions"> <li class="tsd-description"> <aside class="tsd-sources"> <ul> <li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/util.ts#L15">Users/yawjosephetse/Developer/github/repetere/modelx/src/util.ts:15</a></li> </ul> </aside> <h4 class="tsd-parameters-title">Parameters</h4> <ul class="tsd-parameters"> <li> <h5>start: <span class="tsd-signature-type">number</span></h5> </li> <li> <h5>end: <span class="tsd-signature-type">number</span></h5> </li> </ul> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h4> </li> </ul> </section> <section class="tsd-panel tsd-member tsd-kind-function tsd-parent-kind-external-module"> <a name="getdata" class="tsd-anchor"></a> <h3>get<wbr>Data</h3> <ul class="tsd-signatures tsd-kind-function tsd-parent-kind-external-module"> <li class="tsd-signature tsd-kind-icon">get<wbr>Data<span class="tsd-signature-symbol">(</span>items<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span></li> </ul> <ul class="tsd-descriptions"> <li class="tsd-description"> <aside class="tsd-sources"> <ul> <li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/util.ts#L36">Users/yawjosephetse/Developer/github/repetere/modelx/src/util.ts:36</a></li> </ul> </aside> <h4 class="tsd-parameters-title">Parameters</h4> <ul class="tsd-parameters"> <li> <h5>items: <span class="tsd-signature-type">number</span></h5> </li> </ul> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span></h4> </li> </ul> </section> <section class="tsd-panel tsd-member tsd-kind-function tsd-parent-kind-external-module"> <a name="getdatum" class="tsd-anchor"></a> <h3>get<wbr>Datum</h3> <ul class="tsd-signatures tsd-kind-function tsd-parent-kind-external-module"> <li class="tsd-signature tsd-kind-icon">get<wbr>Datum<span class="tsd-signature-symbol">(</span>customDate<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Date</span>, customTransation<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-symbol">{ </span>amount<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>late_payments<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></li> </ul> <ul class="tsd-descriptions"> <li class="tsd-description"> <aside class="tsd-sources"> <ul> <li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/util.ts#L23">Users/yawjosephetse/Developer/github/repetere/modelx/src/util.ts:23</a></li> </ul> </aside> <h4 class="tsd-parameters-title">Parameters</h4> <ul class="tsd-parameters"> <li> <h5><span class="tsd-flag ts-flagOptional">Optional</span> customDate: <span class="tsd-signature-type">Date</span></h5> </li> <li> <h5><span class="tsd-flag ts-flagDefault value">Default value</span> customTransation: <span class="tsd-signature-symbol">{ </span>amount<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>late_payments<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol"> = {}</span></h5> <ul class="tsd-parameters"> <li class="tsd-parameter"> <h5><span class="tsd-flag ts-flagOptional">Optional</span> amount<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">number</span></h5> </li> <li class="tsd-parameter"> <h5><span class="tsd-flag ts-flagOptional">Optional</span> late_<wbr>payments<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">boolean</span></h5> </li> </ul> </li> </ul> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4> </li> </ul> </section> <section class="tsd-panel tsd-member tsd-kind-function tsd-parent-kind-external-module"> <a name="getmockclassification" class="tsd-anchor"></a> <h3>get<wbr>Mock<wbr>Classification</h3> <ul class="tsd-signatures tsd-kind-function tsd-parent-kind-external-module"> <li class="tsd-signature tsd-kind-icon">get<wbr>Mock<wbr>Classification<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>data<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>animal<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>ear_style<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>primary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>secondary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>walking_noise_level<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>weight<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>dependent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>independent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>prediction_inputs<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>ear_style<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>primary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>secondary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>walking_noise_level<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>weight<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> }</span></li> </ul> <ul class="tsd-descriptions"> <li class="tsd-description"> <aside class="tsd-sources"> <ul> <li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/util.ts#L147">Users/yawjosephetse/Developer/github/repetere/modelx/src/util.ts:147</a></li> </ul> </aside> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>data<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>animal<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>ear_style<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>primary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>secondary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>walking_noise_level<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>weight<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>dependent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>independent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>prediction_inputs<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>ear_style<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>primary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>secondary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>walking_noise_level<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>weight<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> }</span></h4> <ul class="tsd-parameters"> <li class="tsd-parameter"> <h5>data<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>animal<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>ear_style<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>primary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>secondary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>walking_noise_level<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>weight<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h5> </li> <li class="tsd-parameter"> <h5>dependent_<wbr>variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h5> </li> <li class="tsd-parameter"> <h5>independent_<wbr>variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h5> </li> <li class="tsd-parameter"> <h5>prediction_<wbr>inputs<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>ear_style<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>primary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>secondary_sound<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>walking_noise_level<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>weight<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h5> </li> </ul> </li> </ul> </section> <section class="tsd-panel tsd-member tsd-kind-function tsd-parent-kind-external-module"> <a name="getmockregression" class="tsd-anchor"></a> <h3>get<wbr>Mock<wbr>Regression</h3> <ul class="tsd-signatures tsd-kind-function tsd-parent-kind-external-module"> <li class="tsd-signature tsd-kind-icon">get<wbr>Mock<wbr>Regression<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>data<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>ignored_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_3<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>output_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>output_2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>dependent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>independent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>prediction_inputs<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>ignored_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_3<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> }</span></li> </ul> <ul class="tsd-descriptions"> <li class="tsd-description"> <aside class="tsd-sources"> <ul> <li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/util.ts#L102">Users/yawjosephetse/Developer/github/repetere/modelx/src/util.ts:102</a></li> </ul> </aside> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>data<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>ignored_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_3<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>output_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>output_2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>dependent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>independent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>prediction_inputs<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>ignored_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_3<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> }</span></h4> <ul class="tsd-parameters"> <li class="tsd-parameter"> <h5>data<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>ignored_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_3<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>output_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>output_2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h5> </li> <li class="tsd-parameter"> <h5>dependent_<wbr>variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h5> </li> <li class="tsd-parameter"> <h5>independent_<wbr>variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h5> </li> <li class="tsd-parameter"> <h5>prediction_<wbr>inputs<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>ignored_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>input_3<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h5> </li> </ul> </li> </ul> </section> <section class="tsd-panel tsd-member tsd-kind-function tsd-parent-kind-external-module"> <a name="getmocktimeseries" class="tsd-anchor"></a> <h3>get<wbr>Mock<wbr>Timeseries</h3> <ul class="tsd-signatures tsd-kind-function tsd-parent-kind-external-module"> <li class="tsd-signature tsd-kind-icon">get<wbr>Mock<wbr>Timeseries<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>dependent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>independent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>input_independent_features<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>feature_field_name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>feature_field_type<span class="tsd-signature-symbol">: </span><a href="../enums/_src_features_.autofeaturetypes.html" class="tsd-signature-type">AutoFeatureTypes</a><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>prediction_inputs<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>timeseriesData<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> }</span></li> </ul> <ul class="tsd-descriptions"> <li class="tsd-description"> <aside class="tsd-sources"> <ul> <li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/util.ts#L41">Users/yawjosephetse/Developer/github/repetere/modelx/src/util.ts:41</a></li> </ul> </aside> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>dependent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>independent_variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>input_independent_features<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>feature_field_name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>feature_field_type<span class="tsd-signature-symbol">: </span><a href="../enums/_src_features_.autofeaturetypes.html" class="tsd-signature-type">AutoFeatureTypes</a><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>prediction_inputs<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>timeseriesData<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> }</span></h4> <ul class="tsd-parameters"> <li class="tsd-parameter"> <h5>dependent_<wbr>variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h5> </li> <li class="tsd-parameter"> <h5>independent_<wbr>variables<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h5> </li> <li class="tsd-parameter"> <h5>input_<wbr>independent_<wbr>features<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>feature_field_name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>feature_field_type<span class="tsd-signature-symbol">: </span><a href="../enums/_src_features_.autofeaturetypes.html" class="tsd-signature-type">AutoFeatureTypes</a><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h5> </li> <li class="tsd-parameter"> <h5>prediction_<wbr>inputs<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span></h5> </li> <li class="tsd-parameter"> <h5>timeseries<wbr>Data<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span></h5> </li> </ul> </li> </ul> </section> <section class="tsd-panel tsd-member tsd-kind-function tsd-parent-kind-external-module"> <a name="randomnumber" class="tsd-anchor"></a> <h3>random<wbr>Number</h3> <ul class="tsd-signatures tsd-kind-function tsd-parent-kind-external-module"> <li class="tsd-signature tsd-kind-icon">random<wbr>Number<span class="tsd-signature-symbol">(</span>min<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span>, max<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></li> </ul> <ul class="tsd-descriptions"> <li class="tsd-description"> <aside class="tsd-sources"> <ul> <li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/util.ts#L12">Users/yawjosephetse/Developer/github/repetere/modelx/src/util.ts:12</a></li> </ul> </aside> <h4 class="tsd-parameters-title">Parameters</h4> <ul class="tsd-parameters"> <li> <h5>min: <span class="tsd-signature-type">number</span></h5> </li> <li> <h5>max: <span class="tsd-signature-type">number</span></h5> </li> </ul> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4> </li> </ul> </section> <section class="tsd-panel tsd-member tsd-kind-function tsd-parent-kind-external-module"> <a name="timeseriessort" class="tsd-anchor"></a> <h3><span class="tsd-flag ts-flagConst">Const</span> timeseries<wbr>Sort</h3> <ul class="tsd-signatures tsd-kind-function tsd-parent-kind-external-module"> <li class="tsd-signature tsd-kind-icon">timeseries<wbr>Sort<span class="tsd-signature-symbol">(</span>a<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">ModelXDataTypes.Datum</span>, b<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">ModelXDataTypes.Datum</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></li> </ul> <ul class="tsd-descriptions"> <li class="tsd-description"> <aside class="tsd-sources"> <ul> <li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/util.ts#L39">Users/yawjosephetse/Developer/github/repetere/modelx/src/util.ts:39</a></li> </ul> </aside> <h4 class="tsd-parameters-title">Parameters</h4> <ul class="tsd-parameters"> <li> <h5>a: <span class="tsd-signature-type">ModelXDataTypes.Datum</span></h5> </li> <li> <h5>b: <span class="tsd-signature-type">ModelXDataTypes.Datum</span></h5> </li> </ul> <h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4> </li> </ul> </section> </section> <section class="tsd-panel-group tsd-member-group "> <h2>Object literals</h2> <section class="tsd-panel tsd-member tsd-kind-object-literal tsd-parent-kind-external-module"> <a name="faker" class="tsd-anchor"></a> <h3><span class="tsd-flag ts-flagConst">Const</span> Faker</h3> <div class="tsd-signature tsd-kind-icon">Faker<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">object</span></div> <aside class="tsd-sources"> <ul> <li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/util.ts#L10">Users/yawjosephetse/Developer/github/repetere/modelx/src/util.ts:10</a></li> </ul> </aside> </section> </section> </div> <div class="col-4 col-menu menu-sticky-wrap menu-highlight"> <nav class="tsd-navigation primary"> <ul> <li class="globals "> <a href="../globals.html"><em>Globals</em></a> </li> <li class="current tsd-kind-external-module"> <a href="_src_util_.html">&quot;src/util&quot;</a> </li> </ul> </nav> <nav class="tsd-navigation secondary menu-sticky"> <ul class="before-current"> <li class=" tsd-kind-type-alias tsd-parent-kind-external-module"> <a href="_src_util_.html#fake" class="tsd-kind-icon">Fake</a> </li> <li class=" tsd-kind-function tsd-parent-kind-external-module"> <a href="_src_util_.html#generatenumberrange" class="tsd-kind-icon">generate<wbr>Number<wbr>Range</a> </li> <li class=" tsd-kind-function tsd-parent-kind-external-module"> <a href="_src_util_.html#getdata" class="tsd-kind-icon">get<wbr>Data</a> </li> <li class=" tsd-kind-function tsd-parent-kind-external-module"> <a href="_src_util_.html#getdatum" class="tsd-kind-icon">get<wbr>Datum</a> </li> <li class=" tsd-kind-function tsd-parent-kind-external-module"> <a href="_src_util_.html#getmockclassification" class="tsd-kind-icon">get<wbr>Mock<wbr>Classification</a> </li> <li class=" tsd-kind-function tsd-parent-kind-external-module"> <a href="_src_util_.html#getmockregression" class="tsd-kind-icon">get<wbr>Mock<wbr>Regression</a> </li> <li class=" tsd-kind-function tsd-parent-kind-external-module"> <a href="_src_util_.html#getmocktimeseries" class="tsd-kind-icon">get<wbr>Mock<wbr>Timeseries</a> </li> <li class=" tsd-kind-function tsd-parent-kind-external-module"> <a href="_src_util_.html#randomnumber" class="tsd-kind-icon">random<wbr>Number</a> </li> <li class=" tsd-kind-function tsd-parent-kind-external-module"> <a href="_src_util_.html#timeseriessort" class="tsd-kind-icon">timeseries<wbr>Sort</a> </li> <li class=" tsd-kind-object-literal tsd-parent-kind-external-module"> <a href="_src_util_.html#faker" class="tsd-kind-icon">Faker</a> </li> </ul> </nav> </div> </div> </div> <footer> <div class="container"> <h2>Legend</h2> <div class="tsd-legend-group"> <ul class="tsd-legend"> <li class="tsd-kind-module"><span class="tsd-kind-icon">Module</span></li> <li class="tsd-kind-object-literal"><span class="tsd-kind-icon">Object literal</span></li> <li class="tsd-kind-variable"><span class="tsd-kind-icon">Variable</span></li> <li class="tsd-kind-function"><span class="tsd-kind-icon">Function</span></li> <li class="tsd-kind-function tsd-has-type-parameter"><span class="tsd-kind-icon">Function with type parameter</span></li> <li class="tsd-kind-index-signature"><span class="tsd-kind-icon">Index signature</span></li> <li class="tsd-kind-type-alias"><span class="tsd-kind-icon">Type alias</span></li> <li class="tsd-kind-type-alias tsd-has-type-parameter"><span class="tsd-kind-icon">Type alias with type parameter</span></li> </ul> <ul class="tsd-legend"> <li class="tsd-kind-enum"><span class="tsd-kind-icon">Enumeration</span></li> <li class="tsd-kind-enum-member"><span class="tsd-kind-icon">Enumeration member</span></li> <li class="tsd-kind-property tsd-parent-kind-enum"><span class="tsd-kind-icon">Property</span></li> <li class="tsd-kind-method tsd-parent-kind-enum"><span class="tsd-kind-icon">Method</span></li> </ul> <ul class="tsd-legend"> <li class="tsd-kind-interface"><span class="tsd-kind-icon">Interface</span></li> <li class="tsd-kind-interface tsd-has-type-parameter"><span class="tsd-kind-icon">Interface with type parameter</span></li> <li class="tsd-kind-constructor tsd-parent-kind-interface"><span class="tsd-kind-icon">Constructor</span></li> <li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li> <li class="tsd-kind-method tsd-parent-kind-interface"><span class="tsd-kind-icon">Method</span></li> <li class="tsd-kind-index-signature tsd-parent-kind-interface"><span class="tsd-kind-icon">Index signature</span></li> </ul> <ul class="tsd-legend"> <li class="tsd-kind-class"><span class="tsd-kind-icon">Class</span></li> <li class="tsd-kind-class tsd-has-type-parameter"><span class="tsd-kind-icon">Class with type parameter</span></li> <li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li> <li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li> <li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li> <li class="tsd-kind-accessor tsd-parent-kind-class"><span class="tsd-kind-icon">Accessor</span></li> <li class="tsd-kind-index-signature tsd-parent-kind-class"><span class="tsd-kind-icon">Index signature</span></li> </ul> <ul class="tsd-legend"> <li class="tsd-kind-constructor tsd-parent-kind-class tsd-is-inherited"><span class="tsd-kind-icon">Inherited constructor</span></li> <li class="tsd-kind-property tsd-parent-kind-class tsd-is-inherited"><span class="tsd-kind-icon">Inherited property</span></li> <li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><span class="tsd-kind-icon">Inherited method</span></li> <li class="tsd-kind-accessor tsd-parent-kind-class tsd-is-inherited"><span class="tsd-kind-icon">Inherited accessor</span></li> </ul> <ul class="tsd-legend"> <li class="tsd-kind-property tsd-parent-kind-class tsd-is-protected"><span class="tsd-kind-icon">Protected property</span></li> <li class="tsd-kind-method tsd-parent-kind-class tsd-is-protected"><span class="tsd-kind-icon">Protected method</span></li> <li class="tsd-kind-accessor tsd-parent-kind-class tsd-is-protected"><span class="tsd-kind-icon">Protected accessor</span></li> </ul> <ul class="tsd-legend"> <li class="tsd-kind-property tsd-parent-kind-class tsd-is-private"><span class="tsd-kind-icon">Private property</span></li> <li class="tsd-kind-method tsd-parent-kind-class tsd-is-private"><span class="tsd-kind-icon">Private method</span></li> <li class="tsd-kind-accessor tsd-parent-kind-class tsd-is-private"><span class="tsd-kind-icon">Private accessor</span></li> </ul> <ul class="tsd-legend"> <li class="tsd-kind-property tsd-parent-kind-class tsd-is-static"><span class="tsd-kind-icon">Static property</span></li> <li class="tsd-kind-call-signature tsd-parent-kind-class tsd-is-static"><span class="tsd-kind-icon">Static method</span></li> </ul> </div> </div> </footer> <div class="overlay"></div> <script src="../assets/js/main.js"></script> <script>if (location.protocol == 'file:') document.write('<script src="../assets/js/search.js"><' + '/script>');</script> </body> </html>