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 ...

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 ...

7 月 31 日，深度学习框架 OneFlow 正式在 GitHub 上开源，采用 Apache 2.0 开源协议，这是国内首个由初创公司、小团队自研并开源的 AI 框架。OneFlow 从研发之初就主打高效性，致力于解决大规模分布式 AI 训练问题。 对于从 OneFlow 项目早期就开始关注的开发者来说，这 ...

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 ...

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 ...

TensorFlow, PyTorch, Keras, Caffe, Microsoft Cognitive Toolkit, Theano and Apache MXNet are the seven most popular frameworks for developing AI applications. Artificial Intelligence (AI) is a rapidly ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Vivek Yadav, an engineering manager from ...

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.

At Cloud Next 2019, Google announced the launch of AI Platform, a comprehensive machine learning service for developers and data scientists. Google has many investments in the space of machine ...