PyHealth is a deep learning toolkit designed for healthcare applications. It provides pre-built models, data processing pipelines, and evaluation utilities for tasks involving electronic health records, medical codes, and clinical data. The library supports common deep learning workflows including feature engineering, model training, and prediction for healthcare-specific tasks.