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Installing Google TensorFlow Neural Network Software for CPU and GPU on Ubuntu 16.04

TensorFlow is an open source software for performing machine learning tasks. Google, its creator wanted to expose a powerful tool to help developers explore and build machine learning based applications and so they released this as an open source project. TensorFlow is an extremely powerful tool specializing in a type of neural network called the deep neural network.