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Keras contains numerous implementations of commonly used neural-network building blocks such as layers, objectives, activation functions, optimizers, and a host of tools for working with image and text data to simplify programming in deep neural network area. [11]
TensorFlow also offers a variety of libraries and extensions to advance and extend the models and methods used. [67] For example, TensorFlow Recommenders and TensorFlow Graphics are libraries for their respective functionalities in recommendation systems and graphics, TensorFlow Federated provides a framework for decentralized data, and ...
The growing use of Artificial Intelligence-enabled hiring systems has become an important component of modern talent hiring, particularly through social networks such as LinkedIn and Facebook. However, data overflow embedded in the hiring systems, based on Natural Language Processing (NLP) methods, may result in unconscious gender bias.
The tensor processing unit was announced in May 2016 at Google I/O, when the company said that the TPU had already been used inside their data centers for over a year. [ 5 ] [ 4 ] Google's 2017 paper describing its creation cites previous systolic matrix multipliers of similar architecture built in the 1990s. [ 8 ]
Flux has been used as a framework to build neural networks that work with homomorphic encrypted data without ever decrypting it. [20] [21] This kind of application is envisioned to be central for privacy to future API using machine-learning models. [22] Flux.jl is an intermediate representation for running high level programs on CUDA hardware.
Elon Musk’s Department of Government Efficiency has appealed to “competent” and “caring” people to join the cost-cutting team.. Applications to join the billionaire’s newly formed ...
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