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PyTorch is a popular open-source framework for machine learning and deep learning, backed by the PyTorch Foundation. It simplifies data preparation, model building, and training with features like data loaders, pre-defined layers, automatic gradient calculation, and optimization functions. In this video, PyTorch contributor Sahdev Zala and Distinguished Engineer Brad Topol present PyTorch's key features and explain why you should consider becoming a contributor.