Broadcasting in NumPy

Understanding one of the key concepts of NumPy, PyTorch and TensorFlow

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Broadcasting is an operation of matching the dimensions of differently shaped arrays in order to be able to perform further operations on those arrays (eg per-element arithmetic).

A very powerful feature, but the documentation in somewhat insufficient. Usually people learn about it…