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TensorFlow serves as a core platform and library for machine learning. TensorFlow's APIs use Keras to allow users to make their own machine-learning models. [33] [43] In addition to building and training their model, TensorFlow can also help load the data to train the model, and deploy it using TensorFlow Serving. [44]
Chollet is the author of Xception: Deep Learning with Depthwise Separable Convolutions, [10] which is among the top ten most cited papers in CVPR proceedings at more than 18,000 citations. [11] Chollet is the author of the book Deep Learning with Python, [12] which sold over 100,000 copies, and the co-author with Joseph J. Allaire of Deep ...
Tensor Processing Unit (TPU) is an AI accelerator application-specific integrated circuit (ASIC) developed by Google for neural network machine learning, using Google's own TensorFlow software. [2] Google began using TPUs internally in 2015, and in 2018 made them available for third-party use, both as part of its cloud infrastructure and by ...
Matroid released a book with co-author Bharath Ramsundar, TensorFlow for Deep Learning. [26] It introduces the fundamentals of machine learning through TensorFlow and explains how to use TensorFlow to build systems capable of detecting objects in images, understanding human text, and predicting the properties of potential medicines.
Abadi is a core developer for the machine learning framework Tensorflow. [5] He has contributed to the development of differentially private stochastic gradient descent. He is a 2008 Fellow of the Association for Computing Machinery. [6] In 2011, he was a temporary professor at the Collège de France in Paris, [7] teaching computer security.
Download as PDF; Printable version; ... Automated Deep Learning Using Neural Network Intelligence: Develop and Design PyTorch and TensorFlow Models Using Python. Apress.
TensorFlow is an open source software library powered by Google Brain that allows anyone to utilize machine learning by providing the tools to train one's own neural network. [2] The tool has been used to develop software using deep learning models that farmers use to reduce the amount of manual labor required to sort their yield, by training ...
TensorFlow, an open-source software library for machine learning. [85] Theano, a Python library and optimizing compiler for manipulating and evaluating mathematical expressions, especially matrix-valued ones. [86]