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Commit28ffb20

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author
minjk-bl
committed
Implement GridSearch app
1 parent7030217 commit28ffb20

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5 files changed

+695
-0
lines changed

5 files changed

+695
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lines changed
Lines changed: 82 additions & 0 deletions
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.vp-inner-param-list-box {
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width:245px;
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height:140px;
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border:0.25px solidvar(--vp-border-gray-color);
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overflow-y: auto;
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overflow-x: hidden;
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margin:5px0;
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}
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.vp-inner-param-list-item {
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width:100%;
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height:30px;
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line-height:30px;
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padding:0px10px;
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border-bottom:0.25px solidvar(--vp-border-gray-color);
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background-color:var(--vp-background-color);
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text-overflow: ellipsis;
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overflow: hidden;
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white-space: nowrap;
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}
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.vp-inner-param-list-item:hover {
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cursor: pointer;
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background-color:var(--vp-background-hover-color);
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}
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.vp-inner-param-list-item.selected {
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color:var(--vp-font-highlight);
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background-color:var(--vp-light-gray-color);
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}
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.vp-param-grid-title {
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line-height:30px;
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}
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.vp-param-grid-box {
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margin-bottom:10px;
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}
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.vp-param-set {
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}
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.vp-param-set-del {
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cursor: pointer;
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float: right;
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}
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.vp-param-set-add {
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cursor: pointer;
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}
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.vp-param-item>label {
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align-self: center;
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}
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.vp-param-item-del {
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cursor: pointer;
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height:42px;
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}
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.vp-param-result-input-box {
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width:100%;
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border:0.25px solidvar(--vp-border-gray-color);
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padding:5px;
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display: flex;
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gap:5px;
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}
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.vp-param-result-box {
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display: inline-flex;
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gap:5px;
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}
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.vp-param-result-item {
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border:0.25px solidvar(--vp-light-gray-color);
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background:var(--vp-light-gray-color);
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border-radius:10px;
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padding:5px7px;
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display: flex;
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gap:5px;
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align-items: center;
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}
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.vp-param-result-item:hover {
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border:0.25px solidvar(--vp-font-highlight);
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color:var(--vp-font-highlight);
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}
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.vp-param-result-item-del {
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width:15px;
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display: inline-block;
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}
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input.vp-param-val {
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border:0px!important;
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width:100%!important;
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}
Lines changed: 41 additions & 0 deletions
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<body>
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<divclass="vp-grid-box">
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<divclass="vp-grid-box vp-model-box"data-type="creation">
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<divclass="vp-grid-border-box">
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<divclass="vp-grid-col-110">
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<labelfor="modelType"class="vp-orange-text">Model type</label>
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<divclass="vp-flex-gap5">
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<selectid="modelType"class="vp-select vp-state">
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<!-- Auto Create -->
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</select>
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</div>
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</div>
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<hrstyle="margin: 5px 0;"/>
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<divclass="vp-grid-col-110 vp-model-option-box">
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</div>
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<divclass="vp-grid-col-110">
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<labelfor="allocateToCreation"class="vp-orange-text">Allocate to</label>
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<inputtype="text"class="vp-input vp-state"id="allocateToCreation"placeholder="New variable name"value="model"/>
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</div>
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</div>
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<hrstyle="margin: 5px 0;"/>
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<divclass="vp-flex-gap10">
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<labelclass="vp-bold vp-param-grid-title">Param grid</label>
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<buttonclass="vp-button vp-param-set-add"id="vp_addParamSet">+ Add param set</button>
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</div>
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<divclass="vp-grid-box vp-param-grid-box">
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<divclass="vp-grid-border-box vp-param-set-box">
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<div>
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<labelclass="vp-bold vp-param-set-name">Param set 1</label>
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<divclass="vp-icon-delete vp-param-set-del"title="Delete this param set."></div>
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</div>
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<divclass="vp-grid-box vp-param-item-box">
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</div>
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<buttonclass="vp-button vp-param-item-add">+ Add param</button>
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</div>
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</div>
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</div>
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</div>
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</body>

‎visualpython/js/m_ml/FitPredict.js‎

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Original file line numberDiff line numberDiff line change
@@ -685,6 +685,51 @@ define([
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}
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}
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break;
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case'ETC':
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if(modelType==='GridSearchCV'){
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actions={
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'fit':{
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name:'fit',
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label:'Fit',
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code:'${model}.fit(${fit_featureData})',
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description:'Run fit with all sets of parameters.',
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options:[
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{name:'fit_featureData',label:'Feature Data',component:['data_select'],var_type:['DataFrame','Series','ndarray','list','dict'],value:'X'}
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]
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},
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'predict':{
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name:'predict',
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label:'Predict',
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code:'${pred_allocate} = ${model}.predict(${pred_featureData})',
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description:'Call predict on the estimator with the best found parameters.',
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options:[
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{name:'pred_featureData',label:'Feature Data',component:['data_select'],var_type:['DataFrame','Series','ndarray','list','dict'],value:'X'},
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{name:'pred_allocate',label:'Allocate to',component:['input'],placeholder:'New variable',value:'pred'}
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]
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},
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'inverse_transform':{
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name:'inverse_transform',
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label:'Inverse transform',
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code:'${inverse_allocate} = ${model}.inverse_transform(${inverse_featureData})',
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description:'Call inverse_transform on the estimator with the best found params.',
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options:[
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{name:'inverse_featureData',label:'Feature Data',component:['data_select'],var_type:['DataFrame','Series','ndarray','list','dict'],value:'X'},
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{name:'inverse_allocate',label:'Allocate to',component:['input'],placeholder:'New variable',value:'inv_trans'}
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]
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},
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'transform':{
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name:'transform',
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label:'Transform',
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code:'${trans_allocate} = ${model}.transform(${trans_featureData})',
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description:'Call transform on the estimator with the best found parameters.',
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options:[
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{name:'trans_featureData',label:'Feature Data',component:['data_select'],var_type:['DataFrame','Series','ndarray','list','dict'],value:'X'},
727+
{name:'trans_allocate',label:'Allocate to',component:['input'],placeholder:'New variable',value:'trans'}
728+
]
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}
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}
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}
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break;
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}
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returnactions;
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}

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