Text Summarization with PyTorch and Fairseq
PyTorch is an open-source machine learning framework developed by Facebook that helps researchers prototype Deep Learning models. The Fairseq toolkit is built on top of PyTorch and focuses on sequence generation tasks, such as Neural Machine Translation (NMT) or Text Summarization. Fairseq features an active community that is continuously providing reference implementations of state-of-the-art models. It contains many built-in components (model architectures, modules, loss functions, and optimizers) and is easily extendable with plugins.