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PyTorch and TensorFlow are two of the most popular frameworks for developing machine learning models. TensorFlow is renowned for its robust production environments and scalable machine learning tasks, while PyTorch is celebrated for its dynamic computation graphs and user-friendly interface. Both frameworks offer powerful platforms for designing and deploying machine learning models, with tools such as TensorFlow Lite, TensorFlow Serving, TorchServe, PyTorch Lite, and PyTorch Edge.