@modelx/model
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Deep Learning Classification, LSTM Time Series, Regression and Multi-Layered Perceptrons with Tensorflow
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<a href="../modules/_model_interface_.html">"model_interface"</a>
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<a href="_model_interface_.tensorscriptlstmmodelcontext.html">TensorScriptLSTMModelContext</a>
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<h1>Interface TensorScriptLSTMModelContext</h1>
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<h3>Hierarchy</h3>
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<a href="_model_interface_.tensorscriptmodelcontext.html" class="tsd-signature-type">TensorScriptModelContext</a>
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<span class="target">TensorScriptLSTMModelContext</span>
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<h3>Properties</h3>
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<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#compiled" class="tsd-kind-icon">compiled</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#createdataset" class="tsd-kind-icon">create<wbr>Dataset</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#getinputshape" class="tsd-kind-icon">get<wbr>Input<wbr>Shape</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#gettimeseriesshape" class="tsd-kind-icon">get<wbr>Timeseries<wbr>Shape</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-overwrite"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#layers" class="tsd-kind-icon">layers</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#model" class="tsd-kind-icon">model</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#reshape" class="tsd-kind-icon">reshape</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#settings" class="tsd-kind-icon">settings</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#tf" class="tsd-kind-icon">tf</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#trained" class="tsd-kind-icon">trained</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#type" class="tsd-kind-icon">type</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#xshape" class="tsd-kind-icon">x<wbr>Shape</a></li>
<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="_model_interface_.tensorscriptlstmmodelcontext.html#yshape" class="tsd-kind-icon">y<wbr>Shape</a></li>
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<h2>Properties</h2>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited">
<a name="compiled" class="tsd-anchor"></a>
<h3>compiled</h3>
<div class="tsd-signature tsd-kind-icon">compiled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
<aside class="tsd-sources">
<p>Inherited from <a href="_model_interface_.tensorscriptcontext.html">TensorScriptContext</a>.<a href="_model_interface_.tensorscriptcontext.html#compiled">compiled</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L15">src/model_interface.ts:15</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface">
<a name="createdataset" class="tsd-anchor"></a>
<h3>create<wbr>Dataset</h3>
<div class="tsd-signature tsd-kind-icon">create<wbr>Dataset<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">...</span>args<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><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">any</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L28">src/model_interface.ts:28</a></li>
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<h4>Type declaration</h4>
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<li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">...</span>args<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><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></li>
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<h4 class="tsd-parameters-title">Parameters</h4>
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<h5><span class="tsd-flag ts-flagRest">Rest</span> <span class="tsd-signature-symbol">...</span>args: <span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span></h5>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4>
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<a name="getinputshape" class="tsd-anchor"></a>
<h3>get<wbr>Input<wbr>Shape</h3>
<div class="tsd-signature tsd-kind-icon">get<wbr>Input<wbr>Shape<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">...</span>args<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><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">any</span></div>
<aside class="tsd-sources">
<p>Inherited from <a href="_model_interface_.tensorscriptmodelcontext.html">TensorScriptModelContext</a>.<a href="_model_interface_.tensorscriptmodelcontext.html#getinputshape">getInputShape</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L24">src/model_interface.ts:24</a></li>
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<h4>Type declaration</h4>
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<li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">...</span>args<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><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></li>
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<ul class="tsd-descriptions">
<li class="tsd-description">
<h4 class="tsd-parameters-title">Parameters</h4>
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<h5><span class="tsd-flag ts-flagRest">Rest</span> <span class="tsd-signature-symbol">...</span>args: <span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span></h5>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface">
<a name="gettimeseriesshape" class="tsd-anchor"></a>
<h3>get<wbr>Timeseries<wbr>Shape</h3>
<div class="tsd-signature tsd-kind-icon">get<wbr>Timeseries<wbr>Shape<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">...</span>args<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><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">any</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L29">src/model_interface.ts:29</a></li>
</ul>
</aside>
<div class="tsd-type-declaration">
<h4>Type declaration</h4>
<ul class="tsd-parameters">
<li class="tsd-parameter-signature">
<ul class="tsd-signatures tsd-kind-type-literal tsd-parent-kind-property">
<li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">...</span>args<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><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></li>
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<ul class="tsd-descriptions">
<li class="tsd-description">
<h4 class="tsd-parameters-title">Parameters</h4>
<ul class="tsd-parameters">
<li>
<h5><span class="tsd-flag ts-flagRest">Rest</span> <span class="tsd-signature-symbol">...</span>args: <span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span></h5>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-overwrite">
<a name="layers" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> layers</h3>
<div class="tsd-signature tsd-kind-icon">layers<span class="tsd-signature-symbol">:</span> <a href="../modules/_model_interface_.html#tensorscriptsavedlayers" class="tsd-signature-type">TensorScriptSavedLayers</a></div>
<aside class="tsd-sources">
<p>Overrides <a href="_model_interface_.tensorscriptcontext.html">TensorScriptContext</a>.<a href="_model_interface_.tensorscriptcontext.html#layers">layers</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L30">src/model_interface.ts:30</a></li>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited">
<a name="model" class="tsd-anchor"></a>
<h3>model</h3>
<div class="tsd-signature tsd-kind-icon">model<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">any</span></div>
<aside class="tsd-sources">
<p>Inherited from <a href="_model_interface_.tensorscriptmodelcontext.html">TensorScriptModelContext</a>.<a href="_model_interface_.tensorscriptmodelcontext.html#model">model</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L21">src/model_interface.ts:21</a></li>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited">
<a name="reshape" class="tsd-anchor"></a>
<h3>reshape</h3>
<div class="tsd-signature tsd-kind-icon">reshape<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">...</span>args<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><span class="tsd-signature-symbol"> => </span><span class="tsd-signature-type">any</span></div>
<aside class="tsd-sources">
<p>Inherited from <a href="_model_interface_.tensorscriptmodelcontext.html">TensorScriptModelContext</a>.<a href="_model_interface_.tensorscriptmodelcontext.html#reshape">reshape</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L23">src/model_interface.ts:23</a></li>
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<div class="tsd-type-declaration">
<h4>Type declaration</h4>
<ul class="tsd-parameters">
<li class="tsd-parameter-signature">
<ul class="tsd-signatures tsd-kind-type-literal tsd-parent-kind-property">
<li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">...</span>args<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><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></li>
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<ul class="tsd-descriptions">
<li class="tsd-description">
<h4 class="tsd-parameters-title">Parameters</h4>
<ul class="tsd-parameters">
<li>
<h5><span class="tsd-flag ts-flagRest">Rest</span> <span class="tsd-signature-symbol">...</span>args: <span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">[]</span></h5>
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<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4>
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</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited">
<a name="settings" class="tsd-anchor"></a>
<h3>settings</h3>
<div class="tsd-signature tsd-kind-icon">settings<span class="tsd-signature-symbol">:</span> <a href="../modules/_model_interface_.html#tensorscriptoptions" class="tsd-signature-type">TensorScriptOptions</a></div>
<aside class="tsd-sources">
<p>Inherited from <a href="_model_interface_.tensorscriptcontext.html">TensorScriptContext</a>.<a href="_model_interface_.tensorscriptcontext.html#settings">settings</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L13">src/model_interface.ts:13</a></li>
</ul>
</aside>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited">
<a name="tf" class="tsd-anchor"></a>
<h3>tf</h3>
<div class="tsd-signature tsd-kind-icon">tf<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">any</span></div>
<aside class="tsd-sources">
<p>Inherited from <a href="_model_interface_.tensorscriptmodelcontext.html">TensorScriptModelContext</a>.<a href="_model_interface_.tensorscriptmodelcontext.html#tf">tf</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L22">src/model_interface.ts:22</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited">
<a name="trained" class="tsd-anchor"></a>
<h3>trained</h3>
<div class="tsd-signature tsd-kind-icon">trained<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
<aside class="tsd-sources">
<p>Inherited from <a href="_model_interface_.tensorscriptcontext.html">TensorScriptContext</a>.<a href="_model_interface_.tensorscriptcontext.html#trained">trained</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L14">src/model_interface.ts:14</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited">
<a name="type" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> type</h3>
<div class="tsd-signature tsd-kind-icon">type<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<p>Inherited from <a href="_model_interface_.tensorscriptcontext.html">TensorScriptContext</a>.<a href="_model_interface_.tensorscriptcontext.html#type">type</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L12">src/model_interface.ts:12</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited">
<a name="xshape" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> x<wbr>Shape</h3>
<div class="tsd-signature tsd-kind-icon">x<wbr>Shape<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div>
<aside class="tsd-sources">
<p>Inherited from <a href="_model_interface_.tensorscriptcontext.html">TensorScriptContext</a>.<a href="_model_interface_.tensorscriptcontext.html#xshape">xShape</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L16">src/model_interface.ts:16</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited">
<a name="yshape" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> y<wbr>Shape</h3>
<div class="tsd-signature tsd-kind-icon">y<wbr>Shape<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div>
<aside class="tsd-sources">
<p>Inherited from <a href="_model_interface_.tensorscriptcontext.html">TensorScriptContext</a>.<a href="_model_interface_.tensorscriptcontext.html#yshape">yShape</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx-model/blob/bcaf858/src/model_interface.ts#L17">src/model_interface.ts:17</a></li>
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<a href="../globals.html"><em>Globals</em></a>
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<a href="../modules/_base_neural_network_.html">"base_<wbr>neural_<wbr>network"</a>
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<a href="../modules/_classification_.html">"classification"</a>
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<a href="../modules/_feature_embedding_.html">"feature_<wbr>embedding"</a>
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<a href="../modules/_index_.html">"index"</a>
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<a href="../modules/_logistic_regression_.html">"logistic_<wbr>regression"</a>
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<a href="../modules/_lstm_multivariate_time_series_.html">"lstm_<wbr>multivariate_<wbr>time_<wbr>series"</a>
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<a href="../modules/_lstm_time_series_.html">"lstm_<wbr>time_<wbr>series"</a>
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<a href="../modules/_model_interface_.html">"model_<wbr>interface"</a>
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<a href="../modules/_multiple_linear_regression_.html">"multiple_<wbr>linear_<wbr>regression"</a>
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<a href="../modules/_regression_.html">"regression"</a>
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<a href="../modules/_test_mock_data_stopwords_.html">"test/mock/data/stopwords"</a>
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<a href="../classes/_model_interface_.lambdalayer.html" class="tsd-kind-icon">Lambda<wbr>Layer</a>
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<a href="../classes/_model_interface_.tensorscriptmodelinterface.html" class="tsd-kind-icon">Tensor<wbr>Script<wbr>Model<wbr>Interface</a>
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