Next Word Prediction App

Welcome to the Next Word Prediction App, designed to predict the next word(s) in a given phrase.

• Algorithm: Utilizes bigrams, trigrams, and quadgrams.
• Features: User-friendly interface with predictive text functionality.
• Additional Resources: GitHub Code

How It Works

1. Data Sources: Trained on bigrams, trigrams, and quadgrams from large text corpora.
2. Prediction Process:
   • Bigrams: Uses the last word to predict the next word.
   • Trigrams: Uses the last two words.
   • Quadgrams: Uses the last three words for more accurate predictions.
3. Fallback Mechanism: In case of no match, defaults to the most frequent predictions.

Key Features

• Input: Enter a phrase in the text box.
• Slider: Adjust the number of words to predict.
• History: View past predictions and their frequency.
• About: Learn more about the app and its creator.

User Instructions

1. Type a phrase and click “Predict Next Word”.
2. Select the number of predictions from the slider.
3. View the predicted words and prediction history.

App Experience

• Intuitive Interface: Simple and easy-to-use interface.
• Instant Predictions: Fast and responsive predictions.
• Feedback Mechanism: View prediction history and most frequent predictions.
• Design: Cozy and professional look with the sandstone theme.

App Evaluation

• Novelty: Combines 3 n-grams for improved accuracy.
• Quality: Aesthetic user interface and reliable predictions.
• Hiring: The app demonstrates strong skills in data science and software development.