现代AI始于开源，并运行在Linux上。如今，Linux不仅对人工智能至关重要，它更是当今整个现代AI技术栈运行的基础。从超大规模训练集群到边缘推理设备，从上到下都是Linux系统。 AI的神奇效果实际上是非常实用基础设施的综合输出：超级计算机、GPU集群和云集群，几乎都运行某种版本的Linux。核心机器学习框架——TensorFlow、PyTorch、scikit-learn等——都是首先在Li ...

A subcategory of machine learning, deep learning uses multi-layered neural networks to automate historically difficult machine tasks—such as image recognition, natural language processing (NLP), and ...

在现代科技迅猛发展的今天，Linux操作系统正悄然成为人工智能（AI）领域的基石，未来的IT工作也将因此而发生深刻变化。无论是超大规模的训练集群，还是边缘计算设备，Linux都在支撑着这一切。AI的核心框架，如TensorFlow、PyTorch等， ...

In the dynamic world of machine learning, two heavyweight frameworks often dominate the conversation: PyTorch and TensorFlow. These frameworks are more than just a means to create sophisticated ...

中国深度学习市场应用规模第一！ 这就是中国信通院与深度学习技术及应用国家工程研究中心联合发布的《深度学习平台发展报告（2022年）》（下文简称报告）中，所给出的最新结论。 而且还是和老牌深度学习框架选手，谷歌家的TensorFlow、Meta家的PyTorch一较高 ...

Not every regression or classification problem needs to be solved with deep learning. For that matter, not every regression or classification problem needs to be solved with machine learning. After ...

关注获取更多计算机视觉与深度学习知识 大家好，2023年我推出了一门视频课程《Pytorch框架CV开发-从入门到实战》累计超过千人打卡报名学习，课程反馈良好，帮助了许多人成功转行深度学习与计算机视觉领域。2024年开始，我花了一个多月时间，重新对 ...

Is PyTorch better than TensorFlow for general use cases? originally appeared on Quora: the place to gain and share knowledge, empowering people to learn from others and better understand the world.