The most concise and complete explanation of what TensorFlow is can be found on the project home page (https://www.tensorflow.org/) and it highlights every important part of the library. TensorFlow is an open source software library for high-performance numerical computation. Its flexible architecture allows easy deployment of computation across a variety of platforms (CPUs, GPUs, and TPUs), from desktops to clusters of servers, to mobile and edge devices. Originally developed by researchers and engineers from the Google Brain team within Google's AI organization, it comes with strong support for machine learning and deep learning, and the flexible numerical computation core is used across many other scientific domains.
TensorFlow's strengths and most important features can be summarized in the following three points:
- High-performance numerical...