Python Code Identifier Prediction

Notre Dame CSE 40657: Natural Language Processing

Final Project

Authors:

• Jack O'Connor (joconn25@nd.edu)
• Brian Rabideau (brabidea@nd.edu)

Usage

This project is intended to be run using Google Colab. To run this code directly, use the following steps...

1. Navigate to colab.research.google.com.

2. In the Open notebook dialoge, select GitHub, and enter the link to this GitHub repository (https://github.com/Jacko7973/NLP_Project). Select the project.ipynb notebook.

3. Create a copy of the notebook to make edits (File > Save a Copy in Drive)

4. You will likley not have access to the Shared Drive used to store project files. If this is the case, make a new folder in your Google Drive to store files and make the following edit to the first cell in your Jupyter notebook:

from pathlib import Path
from google.colab import drive
drive.mount('/content/drive', force_remount=True)

SHARED_DRIVE = Path("/content/drive/MyDrive/<NAME OF YOUR NEW FOLDER>")
assert SHARED_DRIVE.exists(), "Drive folder not found"

5. Upload a copy of the Mostly Basic Python Problems dataset to your drive folder. You can do this manually or by adding the following cell to your noteboook below the previous one:

!wget -O /content/drive/MyDrive/<NAME OF YOUR NEW FOLDER>/mbpp.jsonl "https://github.com/google-research/google-research/raw/refs/heads/master/mbpp/mbpp.jsonl"