Detecting and Fixing API Misuses of Data Science Libraries Using Large Language Models

Akalanka Galappaththi, Francisco Ribeiro, Sarah Nadi

Data science libraries, such as scikit-learn and pandas, specialize in processing and manipulating data. The data-centric nature of these libraries makes the detection of API misus…