  Augmnety is a Python library for structured text augmentation. It is built on
top of spaCy and allows for augmentation of both the text and its annotations.
Augmenty provides a wide range of augmenters which can be combined in a
flexible manner to create complex augmentation pipelines. It also includes a
set of primitives that can be used to create custom augmenters such as word
replacement augmenters. This functionality allows for augmentations within a
range of applications such as named entity recognition (NER), part-of-speech
tagging, and dependency parsing.
