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TensorFlow
Amanda edited this page Jan 21, 2020
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The name TensorFlow comes from the operations that such neural networks perform on multidimensional data arrays that are referred to as tensors. TensorFlow is an open source machine learning framework that is used to implement machine learning and deep learning applications faster and easier. It was originally developed by Google.
The main benefit to this software is abstraction. Instead of dealing with all the details of implementing algorithms, it focuses on the overall logic of the application and takes care of details behind the scenes.
TensorFlow can train and run deep neural networks for handwritten digit classification, image recognition, word embeddings, recurrent neural networks, sequence-to-sequence models for machine translation, natural language processing, and PDE (partial differential equation) based simulations.