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PyTorch vs TensorFlow

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PyTorch is the leading dynamic-graph deep learning framework. TensorFlow is the Google-flavored static-graph framework. PyTorch wins for the research community and Pythonic ergonomics; TensorFlow wins for the TPU ecosystem and TF Lite. Pick PyTorch for most teams in 2026; pick TensorFlow for TPU-bound production.

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