Next Word Predictor

Developer
Rohit Falor
Size
2,776 Kb
Views
50,600
  1. Next Word Predictor Previews
  2. Next Word Predictor HTML Codes
  3. Next Word Predictor CSS Codes
  4. Next Word Predictor JS Codes

How do I make an next word predictor?

Pen which uses naive word prediction (trigrams, grams, tokenization) to predict the next word to be typed.. What is a next word predictor? How do you make a next word predictor? This script and codes were developed by Rohit Falor on 05 November 2022, Saturday.

Next Word Predictor Previews
IQ Test

Next Word Predictor - Script Codes HTML Codes

<!DOCTYPE html>
<html >
<head> <meta charset="UTF-8"> <title>Next Word Predictor</title> <link rel="stylesheet" href="css/style.css">
</head>
<body> <textarea id="text"></textarea>
<button id="predict" hidden>Predict</button>
<div id="info">This is a pen which uses naive methods of word prediction (trigrams, bigrams, tokenization) to predict the next word to be typed in the box. Start typing and give it a try!</div>
<span id="msg">Next word is:</span>
<span id="word"></span> <script src='http://cdnjs.cloudflare.com/ajax/libs/jquery/2.1.3/jquery.min.js'></script> <script src="js/index.js"></script>
</body>
</html>

Next Word Predictor - Script Codes CSS Codes

* { margin: 5px;
}
#text, #info { width: 400px; height: 200px; font-size: 1.3em; font-family: calibri;
}
#msg, #word { font-size: 1.3em; font-family: calibri; margin-top: 10px; display: block; color: #333;
}
#word { font-size: 1.5em; color: #000;
}
#info { position: absolute; margin-left: 450px; top: 5px; font-size: 1.2em;
}

Next Word Predictor - Script Codes JS Codes

var count = 0;
var hasBigram = false;
var trigram = [{ firstTwo: "The chat", third: ["was", "the", "wanted"]
}];
$('#text').keyup(function (event) { if (event.keyCode === 32) $('#predict').trigger('click');
});
$('#predict').click(function (event) { var words = $('#text').val().toLowerCase().split(" "); words.pop(); for (var i = 0; i < words.length - 2; i++) { var firstTwoWords = words[count] + " " + words[count + 1]; var thirdWord = words[count + 2]; hasBigram = false; trigram.forEach(function (arrayItem) { if (arrayItem.firstTwo === firstTwoWords) { hasBigram = true; arrayItem.third.push(thirdWord); } }); if (!hasBigram) { thirdWord = thirdWord.split(); trigram.push({ firstTwo: firstTwoWords, third: thirdWord }); } count++; } var lastWords = words[words.length - 2] + " " + words[words.length - 1]; trigram.forEach(function (arrayItem) { if (arrayItem.firstTwo === lastWords) $('#word').text(getMaxOccurrence(arrayItem.third)); }); count = 0; function getMaxOccurrence(arr) { var o = {}, maxCount = 0, maxValue, m; for (var i = 0, iLen = arr.length; i < iLen; i++) { m = arr[i]; if (!o.hasOwnProperty(m)) { o[m] = 0; }++o[m]; if (o[m] > maxCount) { maxCount = o[m]; maxValue = m; } } return maxValue; }
});
Next Word Predictor - Script Codes
Next Word Predictor - Script Codes
Home Page Home
Developer Rohit Falor
Username rfalor
Uploaded November 05, 2022
Rating 3
Size 2,776 Kb
Views 50,600
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