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Commit f058b29

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author
minjk-bl
committed
Add auto-sklearn to AutoML
1 parent 8396180 commit f058b29

2 files changed

Lines changed: 11 additions & 8 deletions

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‎html/m_ml/model.html‎

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</div>
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</div>
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<div class="vp-grid-border-box vp-grid-col-110">
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<label for="featureData" class="vp-orange-text">Feature data</label>
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<input type="text" class="vp-input vp-state" id="featureData" placeholder="Select feature data" value="X_train"/>
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<label for="targetData" class="vp-orange-text">Target data</label>
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<input type="text" class="vp-input vp-state" id="targetData" placeholder="Select target data" value="y_train"/>
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</div>
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<div class="vp-grid-border-box vp-grid-col-110">
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<label for="allocateTo" class="vp-orange-text">Allocate to</label>
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<input type="text" class="vp-input vp-state" id="allocateTo" placeholder="New variable name" value="model"/>
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<!-- instanceEditor -->
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</div>
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</div>
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<div class="vp-grid-col-110 vp-model-instance-option-box">
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</div>
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<!-- <div class="vp-grid-border-box vp-grid-col-110">
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<label for="featureData" class="vp-orange-text">Feature data</label>
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<input type="text" class="vp-input vp-state" id="featureData" placeholder="Select feature data" value="X_train"/>
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<label for="targetData" class="vp-orange-text">Target data</label>
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<input type="text" class="vp-input vp-state" id="targetData" placeholder="Select target data" value="y_train"/>
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</div> -->
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</div>
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</div>
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</body>

‎js/com/com_Config.js‎

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*/
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Config.ML_DATA_DICT = {
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'Regression': [
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'LinearRegression', 'SVR', 'DecisionTreeRegressor', 'RandomForestRegression', 'GradientBoostingRegressor', 'XGBRegressor', 'LGBMRegressor', 'CatBoostRegressor',
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'LinearRegression', 'SVR', 'DecisionTreeRegressor', 'RandomForestRegressor', 'GradientBoostingRegressor', 'XGBRegressor', 'LGBMRegressor', 'CatBoostRegressor',
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],
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'Classification': [
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'LogisticRegression', 'SVC', 'DecisionTreeClassifier', 'RandomForestClassifier', 'GradientBoostingClassifier', 'XGBClassifier', 'LGBMClassifier', 'CatBoostClassifier',
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],
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'Auto ML': [
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'TPOTRegression', 'TPOTClassifier'
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'AutoSklearnRegressor', 'AutoSklearnClassifier', 'TPOTRegression', 'TPOTClassifier'
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],
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'Clustering': [
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'KMeans', 'AgglomerativeClustering', 'GaussianMixture', 'DBSCAN',

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