BardNeX: We Know What's Coming Up Next!

Badrul Anuar
13 June 2017

Coursera's Data Science Specialization Capstone Project.

Introduction

BardNeX is a text prediction app that predict the next word from phrases given by user.
Developed for Data Science Specialization Capstone project.
The source data is from HC Corpora (Blogs,Twitter,News): https://d396qusza40orc.cloudfront.net/dsscapstone/dataset/Coursera-SwiftKey.zip

Project Information

Utilizes n-gram models and Katz Backoff algorithm for predicting the next word.
Dynamically handles large or short input phrases from user.
This app were trained using 1% sample data from the HC Corpora datasets (news,blogs,twitter).
Implement higher order n-gram models.
Support only available for English langauge.

Features

Minimalist UI using custom themes.
Wordcloud of predicted words.
Locally stored term-frequency documents to increase performance.
Context-aware prediction using higher order n-gram models.

How It Works

Kindly visit the app at: https://askbard.shinyapps.io/BardNeX/
Instructions are displayed clearly in the front page.
Have fun! :)