@modelx/modelx
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Construct AI & ML models with JSON using Typescript & Tensorflow
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<a href="../modules/_src_model_.html">"src/model"</a>
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<a href="_src_model_.modelx.html">ModelX</a>
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<h1>Class ModelX</h1>
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<span class="target">ModelX</span>
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<h3>Implements</h3>
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<li><a href="../interfaces/_src_model_.modelcontext.html" class="tsd-signature-type">ModelContext</a></li>
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<h3>Properties</h3>
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<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#dataset" class="tsd-kind-icon">Data<wbr>Set</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#model" class="tsd-kind-icon">Model</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#auto_assign_features" class="tsd-kind-icon">auto_<wbr>assign_<wbr>features</a></li>
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<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#cross_validation_options" class="tsd-kind-icon">cross_<wbr>validation_<wbr>options</a></li>
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<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#dependent_variables" class="tsd-kind-icon">dependent_<wbr>variables</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#dimension" class="tsd-kind-icon">dimension</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#emptyobject" class="tsd-kind-icon">empty<wbr>Object</a></li>
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<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#forecastdates" class="tsd-kind-icon">forecast<wbr>Dates</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#independent_variables" class="tsd-kind-icon">independent_<wbr>variables</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#input_independent_features" class="tsd-kind-icon">input_<wbr>independent_<wbr>features</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#max_evaluation_outputs" class="tsd-kind-icon">max_<wbr>evaluation_<wbr>outputs</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#mockencodeddata" class="tsd-kind-icon">mock<wbr>Encoded<wbr>Data</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#original_data_test" class="tsd-kind-icon">original_<wbr>data_<wbr>test</a></li>
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<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#prediction_inputs" class="tsd-kind-icon">prediction_<wbr>inputs</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#prediction_inputs_next_value_function" class="tsd-kind-icon">prediction_<wbr>inputs_<wbr>next_<wbr>value_<wbr>function</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#prediction_inputs_next_value_functions" class="tsd-kind-icon">prediction_<wbr>inputs_<wbr>next_<wbr>value_<wbr>functions</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#prediction_options" class="tsd-kind-icon">prediction_<wbr>options</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#prediction_timeseries_date_feature" class="tsd-kind-icon">prediction_<wbr>timeseries_<wbr>date_<wbr>feature</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#prediction_timeseries_date_format" class="tsd-kind-icon">prediction_<wbr>timeseries_<wbr>date_<wbr>format</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#prediction_timeseries_dimension_feature" class="tsd-kind-icon">prediction_<wbr>timeseries_<wbr>dimension_<wbr>feature</a></li>
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<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#removedfilterdtrainingdata" class="tsd-kind-icon">removed<wbr>Filterdtraining<wbr>Data</a></li>
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<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#status" class="tsd-kind-icon">status</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#testdataset" class="tsd-kind-icon">test<wbr>Data<wbr>Set</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#traindataset" class="tsd-kind-icon">train<wbr>Data<wbr>Set</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#trainingdata" class="tsd-kind-icon">training<wbr>Data</a></li>
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<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#use_empty_objects" class="tsd-kind-icon">use_<wbr>empty_<wbr>objects</a></li>
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<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#use_preprocessing_on_trainning_data" class="tsd-kind-icon">use_<wbr>preprocessing_<wbr>on_<wbr>trainning_<wbr>data</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#validate_training_data" class="tsd-kind-icon">validate_<wbr>training_<wbr>data</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#x_indep_matrix_test" class="tsd-kind-icon">x_<wbr>indep_<wbr>matrix_<wbr>test</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#x_indep_matrix_train" class="tsd-kind-icon">x_<wbr>indep_<wbr>matrix_<wbr>train</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#x_independent_features" class="tsd-kind-icon">x_<wbr>independent_<wbr>features</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#x_raw_independent_features" class="tsd-kind-icon">x_<wbr>raw_<wbr>independent_<wbr>features</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#y_dep_matrix_test" class="tsd-kind-icon">y_<wbr>dep_<wbr>matrix_<wbr>test</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#y_dep_matrix_train" class="tsd-kind-icon">y_<wbr>dep_<wbr>matrix_<wbr>train</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#y_dependent_labels" class="tsd-kind-icon">y_<wbr>dependent_<wbr>labels</a></li>
<li class="tsd-kind-property tsd-parent-kind-class"><a href="_src_model_.modelx.html#y_raw_dependent_labels" class="tsd-kind-icon">y_<wbr>raw_<wbr>dependent_<wbr>labels</a></li>
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<h3>Methods</h3>
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<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#addmockdata" class="tsd-kind-icon">add<wbr>Mock<wbr>Data</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#checktrainingstatus" class="tsd-kind-icon">check<wbr>Training<wbr>Status</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#evaluateclassificationaccuracy" class="tsd-kind-icon">evaluate<wbr>Classification<wbr>Accuracy</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#evaluatemodel" class="tsd-kind-icon">evaluate<wbr>Model</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#evaluateregressionaccuracy" class="tsd-kind-icon">evaluate<wbr>Regression<wbr>Accuracy</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#getcrosstrainingdata" class="tsd-kind-icon">get<wbr>Crosstraining<wbr>Data</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#getdatasetproperties" class="tsd-kind-icon">get<wbr>Data<wbr>Set<wbr>Properties</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#getforecastdates" class="tsd-kind-icon">get<wbr>Forecast<wbr>Dates</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#getpredictiondata" class="tsd-kind-icon">get<wbr>Prediction<wbr>Data</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#gettimeseriesdimension" class="tsd-kind-icon">get<wbr>Timeseries<wbr>Dimension</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#gettrainingdata" class="tsd-kind-icon">get<wbr>Training<wbr>Data</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#predictmodel" class="tsd-kind-icon">predict<wbr>Model</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#removemockdata" class="tsd-kind-icon">remove<wbr>Mock<wbr>Data</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#retraintimeseriesmodel" class="tsd-kind-icon">retrain<wbr>Timeseries<wbr>Model</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#timeseriesforecast" class="tsd-kind-icon">timeseries<wbr>Forecast</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#trainmodel" class="tsd-kind-icon">train<wbr>Model</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#validatetimeseriesdata" class="tsd-kind-icon">validate<wbr>Timeseries<wbr>Data</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="_src_model_.modelx.html#validatetrainingdata" class="tsd-kind-icon">validate<wbr>Training<wbr>Data</a></li>
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<h2>Constructors</h2>
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<a name="constructor" class="tsd-anchor"></a>
<h3>constructor</h3>
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<li class="tsd-signature tsd-kind-icon">new <wbr>ModelX<span class="tsd-signature-symbol">(</span>configuration<span class="tsd-signature-symbol">: </span><a href="../modules/_src_model_.html#modelconfiguration" class="tsd-signature-type">ModelConfiguration</a>, options<span class="tsd-signature-symbol">?: </span><a href="../modules/_src_model_.html#modeloptions" class="tsd-signature-type">ModelOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="_src_model_.modelx.html" class="tsd-signature-type">ModelX</a></li>
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<li class="tsd-description">
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L405">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:405</a></li>
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<h4 class="tsd-parameters-title">Parameters</h4>
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<h5>configuration: <a href="../modules/_src_model_.html#modelconfiguration" class="tsd-signature-type">ModelConfiguration</a></h5>
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<h5><span class="tsd-flag ts-flagDefault value">Default value</span> options: <a href="../modules/_src_model_.html#modeloptions" class="tsd-signature-type">ModelOptions</a><span class="tsd-signature-symbol"> = {}</span></h5>
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<h4 class="tsd-returns-title">Returns <a href="_src_model_.modelx.html" class="tsd-signature-type">ModelX</a></h4>
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<section class="tsd-panel-group tsd-member-group ">
<h2>Properties</h2>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="dataset" class="tsd-anchor"></a>
<h3>Data<wbr>Set</h3>
<div class="tsd-signature tsd-kind-icon">Data<wbr>Set<span class="tsd-signature-symbol">:</span> <a href="_node_modules__modelx_data_src_dataset_.dataset.html" class="tsd-signature-type">DataSet</a></div>
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/_src_model_.modelcontext.html">ModelContext</a>.<a href="../interfaces/_src_model_.modelcontext.html#dataset">DataSet</a></p>
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<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L394">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:394</a></li>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="model" class="tsd-anchor"></a>
<h3>Model</h3>
<div class="tsd-signature tsd-kind-icon">Model<span class="tsd-signature-symbol">:</span> <a href="_node_modules__modelx_model_src_model_interface_.tensorscriptmodelinterface.html" class="tsd-signature-type">TensorScriptModelInterface</a><span class="tsd-signature-symbol"> | </span><a href="_node_modules__modelx_model_src_lstm_time_series_.lstmtimeseries.html" class="tsd-signature-type">LSTMTimeSeries</a></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L372">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:372</a></li>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="auto_assign_features" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> auto_<wbr>assign_<wbr>features</h3>
<div class="tsd-signature tsd-kind-icon">auto_<wbr>assign_<wbr>features<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L400">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:400</a></li>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="config" class="tsd-anchor"></a>
<h3>config</h3>
<div class="tsd-signature tsd-kind-icon">config<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_model_.html#modelconfiguration" class="tsd-signature-type">ModelConfiguration</a></div>
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/_src_model_.modelcontext.html">ModelContext</a>.<a href="../interfaces/_src_model_.modelcontext.html#config">config</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L348">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:348</a></li>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="cross_validation_options" class="tsd-anchor"></a>
<h3>cross_<wbr>validation_<wbr>options</h3>
<div class="tsd-signature tsd-kind-icon">cross_<wbr>validation_<wbr>options<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_model_.html#crossvalidationoptions" class="tsd-signature-type">CrossValidationOptions</a></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L374">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:374</a></li>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="debug" class="tsd-anchor"></a>
<h3>debug</h3>
<div class="tsd-signature tsd-kind-icon">debug<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L398">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:398</a></li>
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</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="dependent_variables" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> dependent_<wbr>variables</h3>
<div class="tsd-signature tsd-kind-icon">dependent_<wbr>variables<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</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/model.ts#L402">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:402</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="dimension" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> dimension</h3>
<div class="tsd-signature tsd-kind-icon">dimension<span class="tsd-signature-symbol">:</span> <a href="../enums/_src_constants_.dimensions.html" class="tsd-signature-type">Dimensions</a></div>
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/_src_model_.modelcontext.html">ModelContext</a>.<a href="../interfaces/_src_model_.modelcontext.html#dimension">dimension</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L392">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:392</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="emptyobject" class="tsd-anchor"></a>
<h3>empty<wbr>Object</h3>
<div class="tsd-signature tsd-kind-icon">empty<wbr>Object<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ModelXDataTypes.Datum</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L396">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:396</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="entity" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> entity</h3>
<div class="tsd-signature tsd-kind-icon">entity<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_constants_.html#entity" class="tsd-signature-type">Entity</a></div>
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/_src_model_.modelcontext.html">ModelContext</a>.<a href="../interfaces/_src_model_.modelcontext.html#entity">entity</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L393">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:393</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="forecastdates" class="tsd-anchor"></a>
<h3>forecast<wbr>Dates</h3>
<div class="tsd-signature tsd-kind-icon">forecast<wbr>Dates<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Date</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/model.ts#L395">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:395</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="independent_variables" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> independent_<wbr>variables</h3>
<div class="tsd-signature tsd-kind-icon">independent_<wbr>variables<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</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/model.ts#L401">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:401</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="input_independent_features" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> input_<wbr>independent_<wbr>features</h3>
<div class="tsd-signature tsd-kind-icon">input_<wbr>independent_<wbr>features<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_features_.html#autofeature" class="tsd-signature-type">AutoFeature</a><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/model.ts#L403">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:403</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="max_evaluation_outputs" class="tsd-anchor"></a>
<h3>max_<wbr>evaluation_<wbr>outputs</h3>
<div class="tsd-signature tsd-kind-icon">max_<wbr>evaluation_<wbr>outputs<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L405">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:405</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="mockencodeddata" class="tsd-anchor"></a>
<h3>mock<wbr>Encoded<wbr>Data</h3>
<div class="tsd-signature tsd-kind-icon">mock<wbr>Encoded<wbr>Data<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ModelXDataTypes.Data</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L397">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:397</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="original_data_test" class="tsd-anchor"></a>
<h3>original_<wbr>data_<wbr>test</h3>
<div class="tsd-signature tsd-kind-icon">original_<wbr>data_<wbr>test<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ModelXDataTypes.Data</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L360">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:360</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="original_data_train" class="tsd-anchor"></a>
<h3>original_<wbr>data_<wbr>train</h3>
<div class="tsd-signature tsd-kind-icon">original_<wbr>data_<wbr>train<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ModelXDataTypes.Data</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L361">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:361</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="output_dependent_features" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> output_<wbr>dependent_<wbr>features</h3>
<div class="tsd-signature tsd-kind-icon">output_<wbr>dependent_<wbr>features<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_features_.html#autofeature" class="tsd-signature-type">AutoFeature</a><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/model.ts#L404">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:404</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="prediction_inputs" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> prediction_<wbr>inputs</h3>
<div class="tsd-signature tsd-kind-icon">prediction_<wbr>inputs<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ModelXDataTypes.Data</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L365">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:365</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="prediction_inputs_next_value_function" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> prediction_<wbr>inputs_<wbr>next_<wbr>value_<wbr>function</h3>
<div class="tsd-signature tsd-kind-icon">prediction_<wbr>inputs_<wbr>next_<wbr>value_<wbr>function<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_model_.html#forecastpredictioninputnextvaluefunction" class="tsd-signature-type">ForecastPredictionInputNextValueFunction</a></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L384">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:384</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="prediction_inputs_next_value_functions" class="tsd-anchor"></a>
<h3>prediction_<wbr>inputs_<wbr>next_<wbr>value_<wbr>functions</h3>
<div class="tsd-signature tsd-kind-icon">prediction_<wbr>inputs_<wbr>next_<wbr>value_<wbr>functions<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_model_.html#generatedfunctiondefinitionslist" class="tsd-signature-type">GeneratedFunctionDefinitionsList</a></div>
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/_src_model_.modelcontext.html">ModelContext</a>.<a href="../interfaces/_src_model_.modelcontext.html#prediction_inputs_next_value_functions">prediction_inputs_next_value_functions</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L383">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:383</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="prediction_options" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> prediction_<wbr>options</h3>
<div class="tsd-signature tsd-kind-icon">prediction_<wbr>options<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_model_.html#predictmodelconfig" class="tsd-signature-type">PredictModelConfig</a></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L366">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:366</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="prediction_timeseries_date_feature" class="tsd-anchor"></a>
<h3>prediction_<wbr>timeseries_<wbr>date_<wbr>feature</h3>
<div class="tsd-signature tsd-kind-icon">prediction_<wbr>timeseries_<wbr>date_<wbr>feature<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L386">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:386</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="prediction_timeseries_date_format" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> prediction_<wbr>timeseries_<wbr>date_<wbr>format</h3>
<div class="tsd-signature tsd-kind-icon">prediction_<wbr>timeseries_<wbr>date_<wbr>format<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L387">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:387</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="prediction_timeseries_dimension_feature" class="tsd-anchor"></a>
<h3>prediction_<wbr>timeseries_<wbr>dimension_<wbr>feature</h3>
<div class="tsd-signature tsd-kind-icon">prediction_<wbr>timeseries_<wbr>dimension_<wbr>feature<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L389">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:389</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="prediction_timeseries_end_date" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> prediction_<wbr>timeseries_<wbr>end_<wbr>date</h3>
<div class="tsd-signature tsd-kind-icon">prediction_<wbr>timeseries_<wbr>end_<wbr>date<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Date</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L391">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:391</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="prediction_timeseries_start_date" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> prediction_<wbr>timeseries_<wbr>start_<wbr>date</h3>
<div class="tsd-signature tsd-kind-icon">prediction_<wbr>timeseries_<wbr>start_<wbr>date<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Date</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L390">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:390</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="prediction_timeseries_time_zone" class="tsd-anchor"></a>
<h3>prediction_<wbr>timeseries_<wbr>time_<wbr>zone</h3>
<div class="tsd-signature tsd-kind-icon">prediction_<wbr>timeseries_<wbr>time_<wbr>zone<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L385">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:385</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="preprocessing_feature_column_options" class="tsd-anchor"></a>
<h3>preprocessing_<wbr>feature_<wbr>column_<wbr>options</h3>
<div class="tsd-signature tsd-kind-icon">preprocessing_<wbr>feature_<wbr>column_<wbr>options<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ModelXDataTypes.DataSetTransform</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L378">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:378</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="removedfilterdtrainingdata" class="tsd-anchor"></a>
<h3>removed<wbr>Filterdtraining<wbr>Data</h3>
<div class="tsd-signature tsd-kind-icon">removed<wbr>Filterdtraining<wbr>Data<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ModelXDataTypes.Data</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L351">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:351</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="retrain_forecast_model_with_predictions" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> retrain_<wbr>forecast_<wbr>model_<wbr>with_<wbr>predictions</h3>
<div class="tsd-signature tsd-kind-icon">retrain_<wbr>forecast_<wbr>model_<wbr>with_<wbr>predictions<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L388">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:388</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="status" class="tsd-anchor"></a>
<h3>status</h3>
<div class="tsd-signature tsd-kind-icon">status<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_model_.html#modelstatus" class="tsd-signature-type">ModelStatus</a></div>
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/_src_model_.modelcontext.html">ModelContext</a>.<a href="../interfaces/_src_model_.modelcontext.html#status">status</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L349">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:349</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="testdataset" class="tsd-anchor"></a>
<h3>test<wbr>Data<wbr>Set</h3>
<div class="tsd-signature tsd-kind-icon">test<wbr>Data<wbr>Set<span class="tsd-signature-symbol">:</span> <a href="_node_modules__modelx_data_src_dataset_.dataset.html" class="tsd-signature-type">DataSet</a></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L362">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:362</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="traindataset" class="tsd-anchor"></a>
<h3>train<wbr>Data<wbr>Set</h3>
<div class="tsd-signature tsd-kind-icon">train<wbr>Data<wbr>Set<span class="tsd-signature-symbol">:</span> <a href="_node_modules__modelx_data_src_dataset_.dataset.html" class="tsd-signature-type">DataSet</a></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L363">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:363</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="trainingdata" class="tsd-anchor"></a>
<h3>training<wbr>Data</h3>
<div class="tsd-signature tsd-kind-icon">training<wbr>Data<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ModelXDataTypes.Data</span></div>
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/_src_model_.modelcontext.html">ModelContext</a>.<a href="../interfaces/_src_model_.modelcontext.html#trainingdata">trainingData</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L350">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:350</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="training_data_filter_function" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> training_<wbr>data_<wbr>filter_<wbr>function</h3>
<div class="tsd-signature tsd-kind-icon">training_<wbr>data_<wbr>filter_<wbr>function<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_model_.html#datafilterfunction" class="tsd-signature-type">DataFilterFunction</a></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L381">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:381</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="training_data_filter_function_body" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> training_<wbr>data_<wbr>filter_<wbr>function_<wbr>body</h3>
<div class="tsd-signature tsd-kind-icon">training_<wbr>data_<wbr>filter_<wbr>function_<wbr>body<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div>
<aside class="tsd-sources">
<p>Implementation of <a href="../interfaces/_src_model_.modelcontext.html">ModelContext</a>.<a href="../interfaces/_src_model_.modelcontext.html#training_data_filter_function_body">training_data_filter_function_body</a></p>
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L380">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:380</a></li>
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</aside>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="training_feature_column_options" class="tsd-anchor"></a>
<h3>training_<wbr>feature_<wbr>column_<wbr>options</h3>
<div class="tsd-signature tsd-kind-icon">training_<wbr>feature_<wbr>column_<wbr>options<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ModelXDataTypes.DataSetTransform</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L379">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:379</a></li>
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</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="training_model_loss" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> training_<wbr>model_<wbr>loss</h3>
<div class="tsd-signature tsd-kind-icon">training_<wbr>model_<wbr>loss<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L376">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:376</a></li>
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</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="training_options" class="tsd-anchor"></a>
<h3>training_<wbr>options</h3>
<div class="tsd-signature tsd-kind-icon">training_<wbr>options<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ModelXModelTypes.TensorScriptOptions</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L373">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:373</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="training_progress_callback" class="tsd-anchor"></a>
<h3>training_<wbr>progress_<wbr>callback</h3>
<div class="tsd-signature tsd-kind-icon">training_<wbr>progress_<wbr>callback<span class="tsd-signature-symbol">:</span> <a href="../modules/_src_constants_.html#trainingprogresscallback" class="tsd-signature-type">TrainingProgressCallback</a></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L382">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:382</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="training_size_values" class="tsd-anchor"></a>
<h3><span class="tsd-flag ts-flagOptional">Optional</span> training_<wbr>size_<wbr>values</h3>
<div class="tsd-signature tsd-kind-icon">training_<wbr>size_<wbr>values<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L375">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:375</a></li>
</ul>
</aside>
</section>
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="use_empty_objects" class="tsd-anchor"></a>
<h3>use_<wbr>empty_<wbr>objects</h3>
<div class="tsd-signature tsd-kind-icon">use_<wbr>empty_<wbr>objects<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div>
<aside class="tsd-sources">
<ul>
<li>Defined in <a href="https://github.com/repetere/modelx/blob/ba94d70/src/model.ts#L352">Users/yawjosephetse/Developer/github/repetere/modelx/src/model.ts:352</a></li>
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<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
<a name="use_mock_encoded_data" class="tsd-anchor"></a>
<h3>use_<wbr>mock_<wbr>encoded_<wbr>data</h3>
<div class="tsd-signature tsd-kind-icon">use_<wbr>mock_<wbr>encoded_<wbr>data<span clas