Next Word Predictor

Misspelling corrector based on Hidden Markov Models and Noisy Channel Model. Project for Probabilistic Models for Decisions course @ Unimib 18/19.

Brief

The project aims to offer a detection and prediction model using Hidden Markov Models.

Prerequisites

• Python 3.0 or greater

Installation

$ git clone https://github.com/GiorgiaAuroraAdorni/misspelling-corrector
$ cd next-word-predictor
$ pip3 install -r requirements.txt

Tests

$ cd src
$ python test.py

Authors

• Giorgia Adorni (806787) - GiorgiaAuroraAdorni
• Elia Cereda (807539) - EliaCereda
• Nassim Habbash (808292) - nhabbash