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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]
JAX is a machine learning framework for transforming numerical functions developed by Google with some contributions from Nvidia. [2] [3] [4] It is described as bringing together a modified version of autograd (automatic obtaining of the gradient function through differentiation of a function) and OpenXLA's XLA (Accelerated Linear Algebra).
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 ...
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.
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.
Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions. [1]
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 ...