腾讯网

高级API、异构图：谷歌发布TF-GNN，在TensorFlow中创建图神经网络

高效且友好的 TensorFlow GNN 库。 今天，TensorFlow 官方博客发布了 TensorFlow Graph Neural Networks（TensorFlow GNN）库 ，这个库使得用户在使用 TensorFlow 时能够轻松处理图结构数据。 此前，TensorFlow GNN 的早期版本已经在谷歌的各种应用中使用，包括垃圾邮件和异常检测 ...
VentureBeat

Google releases TF-GNN for creating graph neural networks in TensorFlow

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Let the OSS Enterprise newsletter guide your open source journey! Sign up ...
InfoWorld

Review: TensorFlow shines a light on deep learning

Google's open source framework for machine learning and neural networks is fast and flexible, rich in models, and easy to run on CPUs or GPUs What makes Google Google? Arguably it is machine ...
腾讯网

深入解析图神经网络：Graph Transformer的算法基础与工程实践

Graph Transformer是一种将Transformer架构应用于图结构数据的特殊神经网络模型。该模型通过融合图神经网络(GNNs)的基本原理与Transformer的自注意力机制，实现了对图中节点间关系信息的处理与长程依赖关系的有效捕获。 Graph Transformer的技术优势 在处理图结构数据任务 ...
雷锋网

机器学习零基础？手把手教你用TensorFlow搭建图像识别系统（二）| 干货

导语：这是Wolfgang Beyer一篇博文。详细介绍了如何使用TensorFlow搭建一个简单的图像识别系统。本篇将手把手地讲解搭建图像识别系统的全过程。 雷锋网按：此系列文章主要介绍了不具备机器学习基础的用户如何尝试从零开始在TensorFlow上搭建一个图像识别系统。
The Next Platform

Taking the Heavy Lifting Out of TensorFlow at Extreme Scale

There is no real middle ground when it comes to TensorFlow use cases. Most implementations take place either in a single node or at the drastic Google-scale, with few scalability stories in between.
InfoWorld

What is Google JAX? NumPy on accelerators

Among the innovations that power the popular open source TensorFlow machine learning platform are automatic differentiation (Autograd) and the XLA (Accelerated Linear Algebra) optimizing compiler for ...