Introducing TensorFlow

TensorFlow is an open source framework for dataflow and differentiable programming in diverse areas. Based on Theano (another machine learning framework), it is a symbolic math library, used mostly for deep learning applications. It was originally developed by the Google Brain team for internal purposes but later released under the Apache 2.0 license on 9th November, 2015.

Dataflow programming

In mathematical graph theory, a directed graph is a graph of vertices connected by edges, where each edge has a direction associated with itself, as shown in the following diagram:

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There can also be two way edges, as shown in the following diagram:

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