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minjk-bl
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Machine Learning applications form added
1 parent dab1992 commit 5921033

6 files changed

Lines changed: 252 additions & 5 deletions

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‎css/boardFrame.css‎

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.vp-block.apps.vp-focus-child .vp-block-header {
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background-color: rgb(253, 177, 133);
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}
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.vp-block.machine_learning .vp-block-header {
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background-color: rgb(249, 227, 214);
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}
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.vp-block.machine_learning.vp-focus .vp-block-header,
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.vp-block.machine_learning.vp-focus-child .vp-block-header {
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background-color: rgb(253, 177, 133);
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}
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.vp-block.logic-define .vp-block-header {
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background-color: rgb(213, 231, 222);
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}

‎data/libraries.json‎

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"type" : "package",
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"level": 0,
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"name" : "Machine Learning",
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"path" : "visualpython - machine learning",
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"path" : "visualpython - machine_learning",
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"desc" : "Machine learning modules",
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"open" : true,
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"grid" : true,
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"level": 1,
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"name" : "Data Split",
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"tag" : "DATA SPLIT,MACHINE LEARNING,ML",
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"path" : "visualpython - machine learning - data split",
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"path" : "visualpython - machine_learning - data split",
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"desc" : "Data split for machine learning",
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"file" : "m_ml/dataSplit",
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"apps" : {
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"level": 1,
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"name" : "Model Creating & Fitting",
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"tag" : "MODEL CREATE,FIT,MACHINE LEARNING,ML",
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"path" : "visualpython - machine learning - model selection",
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"path" : "visualpython - machine_learning - model selection",
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"desc" : "Model creating & fitting for machine learning",
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"file" : "m_ml/modelSelection",
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"apps" : {
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"level": 1,
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"name" : "Prediction",
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"tag" : "PREDICTION,MACHINE LEARNING,ML",
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"path" : "visualpython - machine learning - prediction",
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"path" : "visualpython - machine_learning - prediction",
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"desc" : "Prediction for machine learning",
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"file" : "m_ml/prediction",
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"apps" : {
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"level": 1,
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"name" : "Evaluation",
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"tag" : "PERFORMANCE EVALUATION,MACHINE LEARNING,ML",
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"path" : "visualpython - machine learning - evaluation",
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"path" : "visualpython - machine_learning - evaluation",
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"desc" : "Performance evaluation for machine learning",
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"file" : "m_ml/evaluation",
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"apps" : {

‎js/m_ml/dataSplit.js‎

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/*
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* Project Name : Visual Python
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* Description : GUI-based Python code generator
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* File Name : dataSplit.js
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* Author : Black Logic
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* Note : Data split
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* License : GNU GPLv3 with Visual Python special exception
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* Date : 2022. 02. 07
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* Change Date :
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*/
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//============================================================================
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// [CLASS] Data split
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//============================================================================
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define([
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'vp_base/js/com/com_util',
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'vp_base/js/com/com_Const',
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'vp_base/js/com/com_String',
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'vp_base/js/com/component/PopupComponent'
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], function(com_util, com_Const, com_String, PopupComponent) {
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/**
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* Data split
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*/
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class DataSplit extends PopupComponent {
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_init() {
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super._init();
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/** Write codes executed before rendering */
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}
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_bindEvent() {
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super._bindEvent();
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/** Implement binding events */
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var that = this;
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this.$target.on('click', function(evt) {
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var target = evt.target;
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if ($(that.wrapSelector()).find(target).length > 0) {
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// Sample : getDataList from Kernel
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vpKernel.getDataList().then(function(resultObj) {
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vpLog.display(VP_LOG_TYPE.DEVELOP, resultObj);
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}).catch(function(err) {
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vpLog.display(VP_LOG_TYPE.DEVELOP, err);
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});
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}
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});
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}
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templateForBody() {
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/** Implement generating template */
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return 'This is sample.';
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}
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generateCode() {
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return "print('sample code')";
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}
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}
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return DataSplit;
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});

‎js/m_ml/evaluation.js‎

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/*
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* Project Name : Visual Python
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* Description : GUI-based Python code generator
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* File Name : evaluation.js
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* Author : Black Logic
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* Note : Evaluation
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* License : GNU GPLv3 with Visual Python special exception
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* Date : 2022. 02. 07
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* Change Date :
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*/
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//============================================================================
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// [CLASS] Evaluation
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//============================================================================
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define([
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'vp_base/js/com/com_util',
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'vp_base/js/com/com_Const',
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'vp_base/js/com/com_String',
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'vp_base/js/com/component/PopupComponent'
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], function(com_util, com_Const, com_String, PopupComponent) {
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/**
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* Evaluation
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*/
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class Evaluation extends PopupComponent {
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_init() {
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super._init();
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/** Write codes executed before rendering */
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}
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_bindEvent() {
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super._bindEvent();
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/** Implement binding events */
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var that = this;
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this.$target.on('click', function(evt) {
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var target = evt.target;
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if ($(that.wrapSelector()).find(target).length > 0) {
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// Sample : getDataList from Kernel
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vpKernel.getDataList().then(function(resultObj) {
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vpLog.display(VP_LOG_TYPE.DEVELOP, resultObj);
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}).catch(function(err) {
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vpLog.display(VP_LOG_TYPE.DEVELOP, err);
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});
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}
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});
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}
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templateForBody() {
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/** Implement generating template */
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return 'This is sample.';
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}
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generateCode() {
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return "print('sample code')";
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}
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}
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return Evaluation;
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});

‎js/m_ml/modelSelection.js‎

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/*
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* Project Name : Visual Python
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* Description : GUI-based Python code generator
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* File Name : modelSelection.js
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* Author : Black Logic
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* Note : Model selection and fitting
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* License : GNU GPLv3 with Visual Python special exception
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* Date : 2022. 02. 07
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* Change Date :
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*/
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//============================================================================
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// [CLASS] Model selection
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//============================================================================
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define([
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'vp_base/js/com/com_util',
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'vp_base/js/com/com_Const',
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'vp_base/js/com/com_String',
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'vp_base/js/com/component/PopupComponent'
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], function(com_util, com_Const, com_String, PopupComponent) {
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/**
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* Model selection
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*/
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class ModelSelection extends PopupComponent {
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_init() {
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super._init();
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/** Write codes executed before rendering */
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}
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_bindEvent() {
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super._bindEvent();
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/** Implement binding events */
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var that = this;
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this.$target.on('click', function(evt) {
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var target = evt.target;
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if ($(that.wrapSelector()).find(target).length > 0) {
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// Sample : getDataList from Kernel
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vpKernel.getDataList().then(function(resultObj) {
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vpLog.display(VP_LOG_TYPE.DEVELOP, resultObj);
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}).catch(function(err) {
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vpLog.display(VP_LOG_TYPE.DEVELOP, err);
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});
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}
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});
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}
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templateForBody() {
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/** Implement generating template */
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return 'This is sample.';
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}
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generateCode() {
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return "print('sample code')";
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}
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}
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return ModelSelection;
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});

‎js/m_ml/prediction.js‎

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/*
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* Project Name : Visual Python
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* Description : GUI-based Python code generator
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* File Name : prediction.js
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* Author : Black Logic
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* Note : Prediction
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* License : GNU GPLv3 with Visual Python special exception
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* Date : 2022. 02. 07
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* Change Date :
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*/
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//============================================================================
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// [CLASS] Prediction
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//============================================================================
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define([
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'vp_base/js/com/com_util',
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'vp_base/js/com/com_Const',
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'vp_base/js/com/com_String',
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'vp_base/js/com/component/PopupComponent'
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], function(com_util, com_Const, com_String, PopupComponent) {
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/**
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* Prediction
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*/
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class Prediction extends PopupComponent {
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_init() {
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super._init();
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/** Write codes executed before rendering */
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}
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_bindEvent() {
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super._bindEvent();
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/** Implement binding events */
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var that = this;
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this.$target.on('click', function(evt) {
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var target = evt.target;
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if ($(that.wrapSelector()).find(target).length > 0) {
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// Sample : getDataList from Kernel
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vpKernel.getDataList().then(function(resultObj) {
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vpLog.display(VP_LOG_TYPE.DEVELOP, resultObj);
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}).catch(function(err) {
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vpLog.display(VP_LOG_TYPE.DEVELOP, err);
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});
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}
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});
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}
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templateForBody() {
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/** Implement generating template */
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return 'This is sample.';
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}
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generateCode() {
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return "print('sample code')";
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}
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}
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return Prediction;
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});

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