PyTorch is an open-source machine learning library for Python that provides a range of algorithms for deep learning and tensor computation. It's designed to be flexible, user-friendly, and highly customizable, allowing you to build and train complex models quickly and easily. PyTorch is known for its imperative, dynamic nature, which means that you can define and modify your models on the fly, without the need for special session interfaces or placeholders.