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What is TensorFlow in Python?

What is Python TensorFlow?

TensorFlow is a open-source and free library for differentiable programming and data-flow across a variety of tasks. TensorFlow is a math library and it is used for machine learning applications for example neural networks.

TensorFlow's flexible architecture enables for the ease of deployment of computation across a variety of platforms (CPUs, TPUs and GPUs), and from desktops to clusters of servers to mobile and edge devices.

TensorFlow computations are expressed as stateful dataflow graphs. The name of TensorFlow is determine from the operations that neural networks perform on multidimensional data arrays, which are referred to as tensors.

In 2018, Google released TensorFlow.js version 1.0 for TensorFlow Graphics for deep learning in computer graphics and machine learning in JavaScript.

TensorFlow was developed by the Google Brain team for its internal use. It was released under the Apache License 2.0. The official website is