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oceankim commited on Mar 25

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b4f37d3

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1 Parent(s): 9fdce57

Update sentiments.html

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sentiments.html +11 -151

sentiments.html CHANGED Viewed

@@ -1,155 +1,15 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <title>Sentiment Analysis - Hugging Face Transformers.js</title>
-    <script type="module">
-        // To-Do: transfomers.js 라이브러리 중 pipeline 함수를 사용하기 위한 import 구문을 완성하십시오.
-        // 힌트: import {}
-        // Make it available globally
-        window.pipeline = pipeline;
-    </script>
     <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.1.0/dist/css/bootstrap.min.css" rel="stylesheet">
-    <link rel="stylesheet" href="css/styles.css">
-</head>
-<body>
-    <div class="container-main">
-        <!-- Back to Home button -->
-        <div class="row mt-5">
-            <div class="col-md-12 text-center">
-                <a href="index.html" class="btn btn-outline-secondary"
-                    style="color: #3c650b; border-color: #3c650b;">Back to Main Page</a>
-            </div>
-        </div>
-        <!-- Content -->
-        <div class="container mt-5">
-            <!-- Centered Titles -->
-            <div class="text-center">
-                <h2>Natural Language Processing</h2>
-                <h4>Sentiment Analysis (Text Classification)</h4>
-            </div>
-            <!-- Actual Content of this page -->
-            <div id="sentiment-analyzer-container" class="container mt-4">
-                <h5>Single Input:</h5>
-                <div class="d-flex align-items-center">
-                    <label for="sentimentText" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Text to
-                        Analyze:</label>
-                    <input type="text" class="form-control flex-grow-1" id="sentimentText" value="I love transformers!"
-                        placeholder="Enter text" style="margin-right: 15px; margin-left: 15px;">
-                    <button id="analyzeButton" class="btn btn-primary" onclick="analyzeSentiment()">Analyze</button>
-                </div>
-                <div class="mt-4">
-                    <h4>Output:</h4>
-                    <pre id="outputArea"></pre>
-                </div>
-            </div>
             <hr> <!-- Line Separator -->
-            <div id="sentiment-analyzer-container2" class="container mt-4">
-                <h5>Multiple Inputs:</h5>
-                <div class="d-flex align-items-center mb-2">
-                    <label for="sentimentText1" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Text to
-                        Analyze 1:</label>
-                    <input type="text" class="form-control flex-grow-1" id="sentimentText1" value="I love transformers!"
-                        placeholder="Enter text" style="margin-right: 15px; margin-left: 15px;">
-                </div>
-                <div class="d-flex align-items-center">
-                    <label for="sentimentText2" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Text to
-                        Analyze 2:</label>
-                    <input type="text" class="form-control flex-grow-1" id="sentimentText2" value="I hate transformers!"
-                        placeholder="Enter text" style="margin-right: 15px; margin-left: 15px;">
-                    <button id="analyzeButton" class="btn btn-primary ml-2"
-                        onclick="analyzeSentimentMulti()">Analyze</button>
-                </div>
-                <div class="mt-4">
-                    <h4>Output:</h4>
-                    <pre id="outputArea2"></pre>
-                </div>
-            </div>
             <hr> <!-- Line Separator -->
-            <!-- Toxic Comment Classification -->
-            <div id="toxic-container" class="container mt-4">
-                <h5>Toxic Comment Classification (Return All Classes):</h5>
-                <div class="d-flex align-items-center">
-                    <label for="toxicText" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Toxic
-                        Text:</label>
-                    <input type="text" class="form-control flex-grow-1" id="toxicText" value="I hate you!"
-                        placeholder="Enter text" style="margin-right: 15px; margin-left: 15px;">
-                    <button id="toxicButton" class="btn btn-primary" onclick="toxicReview()">Review</button>
-                </div>
-                <div class="mt-4">
-                    <h4>Output:</h4>
-                    <pre id="toxicOutputArea"></pre>
-                </div>
-            </div>
-            <!-- Back to Home button -->
-            <div class="row mt-5">
-                <div class="col-md-12 text-center">
-                    <a href="index.html" class="btn btn-outline-secondary"
-                        style="color: #3c650b; border-color: #3c650b;">Back to Main Page</a>
-                </div>
-            </div>
-        </div>
-    </div>
-    <script>
-        let sentimentAnalysis;
-        let reviewer;
-        let toxic_classifier;
-        // Initialize the sentiment analysis model
-        async function initializeModel() {
-            // pipeline 함수를 사용하여 감성분석에 사용할 Xenova/distilbert-base-uncased-finetuned-sst-2-english 모델 객체를 생성하여 sentimentAnalysis에 저장하십시오
-            // 힌트: sentimentAnalysis = await pipeline
-        }
-        async function analyzeSentiment() {
-            const textFieldValue = document.getElementById("sentimentText").value.trim();
-            const result = await sentimentAnalysis(textFieldValue);
-            document.getElementById("outputArea").innerText = JSON.stringify(result, null, 2);
-        }
-        async function analyzeSentimentMulti() {
-            const textFieldValue1 = document.getElementById("sentimentText1sentimentText").value.trim();
-            const textFieldValue2 = document.getElementById("sentimentText2").value.trim();
-            // 위에서 생성한 감성분석 모델 객체에 sentimentText1과 sentimentText2를 입력하여 감상분석을 수행하고 그 결과를 result에 저정하십시오.
-            // 힌트 : cont result =
-            document.getElementById("outputArea2").innerText = JSON.stringify(result, null, 2);
-        }
-        async function toxicReview() {
-            const textFieldValue = document.getElementById("toxicText").value.trim();
-            const result = await toxic_classifier(textFieldValue, { topk: null });
-            document.getElementById("toxicOutputArea").innerText = JSON.stringify(result, null, 2);
-        }
-        // Initialize the model after the DOM is completely loaded
-        window.addEventListener("DOMContentLoaded", initializeModel);
-    </script>
-</body>
 </html>

+<!DOCTYPE html><html lang="en">
+<head>    <meta charset="UTF-8">    <title>Sentiment Analysis - Hugging Face Transformers.js</title>
+    <script type="module">        // Import the library        import { pipeline } from 'https://cdn.jsdelivr.net/npm/@xenova/transformers@2.5.4';        // Make it available globally        window.pipeline = pipeline;    </script>
     <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.1.0/dist/css/bootstrap.min.css" rel="stylesheet">
+    <link rel="stylesheet" href="css/styles.css"></head>
+<body>    <div class="container-main">                <!-- Back to Home button -->        <div class="row mt-5">            <div class="col-md-12 text-center">                <a href="index.html" class="btn btn-outline-secondary"                    style="color: #3C650B; border-color: #3C650B;">Back to Main Page</a>            </div>        </div>
+        <!-- Content -->        <div class="container mt-5">            <!-- Centered Titles -->            <div class="text-center">                <h2>Natural Language Processing</h2>                <h4>Sentiment Analysis (Text Classification)</h4>            </div>
+            <!-- Actual Content of this page -->            <div id="sentiment-analyzer-container" class="container mt-4">                <h5>Single Input:</h5>                <div class="d-flex align-items-center">                    <label for="sentimentText" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Text to                        Analyze:</label>                    <input type="text" class="form-control flex-grow-1" id="sentimentText" value="I love transformers!"                        placeholder="Enter text" style="margin-right: 15px; margin-left: 15px;">                    <button id="analyzeButton" class="btn btn-primary" onclick="analyzeSentiment()">Analyze</button>                </div>                <div class="mt-4">                    <h4>Output:</h4>                    <pre id="outputArea"></pre>                </div>            </div>
             <hr> <!-- Line Separator -->
+            <div id="sentiment-analyzer-container2" class="container mt-4">                <h5>Multiple Inputs:</h5>                <div class="d-flex align-items-center mb-2">                    <label for="sentimentText1" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Text to                        Analyze 1:</label>                    <input type="text" class="form-control flex-grow-1" id="sentimentText1" value="I love transformers!"                        placeholder="Enter text" style="margin-right: 15px; margin-left: 15px;">                </div>                <div class="d-flex align-items-center">                    <label for="sentimentText2" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Text to                        Analyze 2:</label>                    <input type="text" class="form-control flex-grow-1" id="sentimentText2" value="I hate transformers!"                        placeholder="Enter text" style="margin-right: 15px; margin-left: 15px;">                    <button id="analyzeButton" class="btn btn-primary ml-2"                        onclick="analyzeSentimentMulti()">Analyze</button>                </div>                <div class="mt-4">                    <h4>Output:</h4>                    <pre id="outputArea2"></pre>                </div>            </div>
             <hr> <!-- Line Separator -->
+            <!-- Toxic Comment Classification -->            <div id="toxic-container" class="container mt-4">                <h5>Toxic Comment Classification (Return All Classes):</h5>                <div class="d-flex align-items-center">                    <label for="toxicText" class="mb-0 text-nowrap" style="margin-right: 15px;">Enter Toxic                        Text:</label>                    <input type="text" class="form-control flex-grow-1" id="toxicText" value="I hate you!"                        placeholder="Enter text" style="margin-right: 15px; margin-left: 15px;">                    <button id="toxicButton" class="btn btn-primary" onclick="toxicReview()">Review</button>                </div>                <div class="mt-4">                    <h4>Output:</h4>                    <pre id="toxicOutputArea"></pre>                </div>            </div>
+            <!-- Back to Home button -->            <div class="row mt-5">                <div class="col-md-12 text-center">                    <a href="index.html" class="btn btn-outline-secondary"                        style="color: #3C650B; border-color: #3C650B;">Back to Main Page</a>                </div>            </div>        </div>    </div>
+    <script>        let sentimentAnalysis;        let reviewer;        let toxic_classifier;        // Initialize the sentiment analysis model        async function initializeModel() {            sentimentAnalysis = await pipeline('sentiment-analysis', 'Xenova/distilbert-base-uncased-finetuned-sst-2-english');            toxic_classifier = await pipeline('text-classification', 'Xenova/toxic-bert');        }        async function analyzeSentiment() {            const textFieldValue = document.getElementById("sentimentText").value.trim();            const result = await sentimentAnalysis(textFieldValue);            document.getElementById("outputArea").innerText = JSON.stringify(result, null, 2);        }        async function analyzeSentimentMulti() {            const textFieldValue1 = document.getElementById("sentimentText1").value.trim();            const textFieldValue2 = document.getElementById("sentimentText2").value.trim();            const result = await sentimentAnalysis([textFieldValue1, textFieldValue2]);            document.getElementById("outputArea2").innerText = JSON.stringify(result, null, 2);        }        async function toxicReview() {            const textFieldValue = document.getElementById("toxicText").value.trim();            const result = await toxic_classifier(textFieldValue, { topk: null });            document.getElementById("toxicOutputArea").innerText = JSON.stringify(result, null, 2);        }        // Initialize the model after the DOM is completely loaded        window.addEventListener("DOMContentLoaded", initializeModel);    </script></body>
 </html>