PyTorch is a popular open-source machine learning library developed by Facebook AI Research. It is widely used for building deep learning models, offering dynamic computation graphs (also known as eager execution) which allow more flexibility and ease of debugging compared to static graphs. PyTorch is favored for research and development due to its intuitive Pythonic nature and simplicity, making it easier to prototype and scale models.