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Python-First
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```python import torch import numpy as np a = np.ones(5) b = torch.from_numpy(a) np.add(a, 1, out=a) print(a) print(b) ```
Deep integration into Python allows popular libraries and packages to be used for easily writing neural network layers in Python.
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PyTorch is not a Python binding into a monolithic C++ framework. It's built to be deeply integrated into Python so it can be used with popular libraries and packages such as Cython and Numba.