TensorFlow is an open source deep learning library by Google. It provides primitives for defining functions on tensors and automatically computing their derivatives. A tensor can be represented as a multidimensional array of numbers. Scalar, Vector, and Matrix are types of tensors. TensorFlow is mainly used to design computational graphs, build, and train deep learning models. The TensorFlow library does numerical computations using data flow graphs, where the nodes represent mathematical operations and the edges represent the data points (usually multidimensional arrays or tensors that are transmitted between these edges).
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