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Deep Learning is a branch of Machine Learning where algorithms are written to mimic the functioning of a human brain. PyTorch is an open-source deep learning framework available with a Python and C++ interface. PyTorch accelerates the scientific computation of tensors as it has various inbuilt functions. Tensors are multidimensional arrays like n-dimensional NumPy array and can contain only numeric data types. There are various methods to create a tensor in PyTorch, such as using a python list or NumPy array.