Deep learning is changing our lives in small and large ways every day. Whether it’s Siri or Alexa following our voice commands, the real-time translation apps on our phones, or the computer vision ...

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 ...

要想炼丹爽得飞起，就要选择一个顺手的炉子。作为 AI 工程师日常必不可缺的「炼丹炉」，「PyTorch 还是 TensorFlow？」已成为知乎、Reddit 等炼丹师出没之地每年都会讨论的热门话题。 业界流传一种说法：PyTorch 适合学术界，TensorFlow 适合工业界。毕竟，PyTorch 是 ...

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 ...

深夜调试完Transformer结构，服务器却因内存错误中断训练；在实验室反复运行强化学习环境时，单核延迟拖慢策略收敛；用JupyterNotebook加载百GB生物数据集，传统桌面CPU频繁卡顿——这些不是偶然故障，而是AI研究人员 ...

In what might only be perceived as a win for Facebook, OpenAI today announced that it will migrate to the social network's PyTorch machine learning framework in future projects, eschewing Google's ...