Engineering projects are the main content of investment for heavy asset enterprises. For power supply companies primarily responsible for power grid construction, their engineering projects are numerous and wide-ranging. Engineering project audits are a focal point of high concern for both internal and external stakeholders. Traditional methods of auditing power grid engineering projects often suffer … Read more
Guest Speaker｜Hu Yichuan (PhD), Co-founder & CTO of Laiye Technology The content has been simplified. For the full video transcript and presentation materials from the expert, please scan the QR code. RPA (Robotic Process Automation) is, in simple terms, the automation of tasks such as software and system operations, data processing, etc., by simulating keyboard … Read more
Compared to applications of large models such as prompt engineering and fine-tuning, the unique aspect of AI Agents lies in their ability to not only provide consultation to users but also to directly participate in decision-making and execution. The core of the Agent’s implementation is. This advancement hinges on the task planning, which is fully … Read more
Originally from Data Analysis and Applications Machine learning models have powerful and complex mathematical structures. Understanding their intricate workings is an important aspect of model development. Model visualization is crucial for gaining insights, making informed decisions, and effectively communicating results. In this article, we will delve into the art of machine learning visualization, exploring various … Read more
Peng Cheng 1，2，Jiang Jinyuan 1，Li Fengjuan 1 （1.Hunan University of Technology, School of Computer Science, Zhuzhou, Hunan 412007； 2.Central South University, School of Automation, Changsha, Hunan 410083） Abstract: This paper addresses the difficulty of hyperparameter configuration in fault diagnosis using deep learning methods. To effectively optimize the set of hyperparameters, we propose an optimization algorithm … Read more