nlpaug
The nlpaug library provides comprehensive data augmentation for text and audio, tailored for machine learning frameworks such as scikit-learn, PyTorch, and TensorFlow. It enables efficient model enhancement by offering diverse augmentation methods, including character-level and sentence-level transformations, utilizing advanced tools like BERT and word embeddings. With its lightweight and intuitive design, it supports creating robust machine learning models with fewer manual interventions.
