PyTorch is an open-source machine learning library developed by Facebook's AI Research lab. It offers a dynamic computation graph, making it easier to debug and experiment with deep learning models. PyTorch provides tensor computation and deep neural networks built on a tape-based autograd system, enabling flexible and efficient model development. It is widely used in research and industry for its simplicity and ease of use.