Overview of TensorFlow

Below is a high-level overview of the Python-based Deep Learning library TensorFlow.

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TensorFlow High-Level Summary Framework Machine Learning Library Computational Graphs Declarative Programming Abstraction for describing computations as a directed graph Edges Tensors Multidimensional arrays / matrices Nodes Operations Terminology Why? Dependency-Driven Scheduling Dependencies specify the order of execution Parallel processing on distributed cores Runtime Executing graphs on a variety of hardware