Spell Checker Project

Ting-Wei Shen, [email protected], April 26, 2019

Goal: Design a spell checker to analyze ELI students' essays and give the correction.

Data source: from English Language Institute, University of Pittsburgh

Directory

final_report.md is my final report
ELI_data_frame_part1.ipynb is part 1 of my code, which focuses on data processing. Since GitHub mangles section links, here's the same notebook through Jupyter's nbviewer.
ELI_part2.ipynb is part 2 of my code, which focuses on linguistic analysis. Here's the same notebook through Jupyter's nbviewer.
Spell_checker_model.ipynb is part 3 of my code, which focuses on spell checker model. Here's the same notebook through Jupyter's nbviewer.
data_sample/ folder is the sample of original data.
image_files/ folder contains plot graphs saved as .png files.
LICENSE.md contains licensing information.

Visitors log

My Visitors log file can be found here.