Assessment of ChatGPT’s Ability to Generate and Debug Python Programs that use Open-Source Libraries

This project investigates the following research question: How well can ChatGPT generate and debug Python programs that use open-source libraries?

Libraries Used

• Data manipulation and visualization: Pandas, Matplotlib, Seaborn
• Machine Learning: TensorFlow, PyTorch, Scikit-learn
• Image processing: OpenCV, Pillow, Scikit-image
• Web scraping/automation: Beautiful Soup, Selenium, Requests

Link to the Research paper

https://docs.google.com/document/d/1DZQq9BFEz7wYqWiaunW-glthqvmtmxeR6mMMlX4GWNs/edit?usp=sharing