In the context of AI empowering education, teachers need an ideal AI-assisted tool to enhance teaching efficiency, optimize the teaching experience, and better meet the personalized needs of students. The ideal AI tool should be efficient, easy to use, and secure, while accurately supporting core aspects of teaching such as lesson preparation, instruction, assignment grading, … Read more
1. Basic Concepts of Linear Programming Linear Programming (LP) is an important branch of mathematical programming in operations research, used to find the maximum or minimum of a linear objective function under a set of linear inequality constraints. The problem can be stated as: Find the optimal solution (maximum or minimum) of the linear objective … Read more
Click the “blue WeChat name” below the title to quickly follow This article was published in:Chinese Journal of Internal Medicine, 2025, 64(1): 4-10. Authors: Yan Minghai, Zhao Yanyan, Liu Xin, Li Wei, Wang Yang Cite this article:：Yan Minghai, Zhao Yanyan, Liu Xin, et al. Interpretation of the Transparent Reporting of a Multivariable Prediction Model for … Read more
Hello everyone! Welcome to the Introduction to Java and Machine Learning course. In today’s digital age, machine learning has become a significant force driving technological advancement. From data analysis to artificial intelligence, the applications of machine learning are everywhere. Java, as a powerful programming language, also provides a rich set of libraries and frameworks to … Read more
✦ Deep Learning Soup Group Literature Review Study – Article 102 ✦ Machine Learning-Based COVID-19 Mortality Prediction Model and Identification of Patients at Low and High Risk of Dying Deep Learning Soup Group April 11, 2023 Since 2021, Mohammad M. Banoei and others from the University of Calgary have developed a machine learning algorithm to … Read more
Deep Dive Into Python Machine Learning Library LightGBM Xiaoming: Sister Xiaoli, I’m working on a machine learning project and I feel that model training is really difficult. Is there a useful library that can make it easier for me? 😩 Sister Xiaoli: Of course! 🙌 Today, I will tell you about LightGBM, which is a … Read more
Introduction The human gut microbiome has increasingly been used as a non-invasive biomarker for disease screening and diagnosis, as well as targets for disease treatment and intervention. This article interprets three recently published papers in Gut Microbes, exploring the application of machine learning in gut microbiome research. The first paper[1] demonstrated the potential application of … Read more
“Most people never take a glance beyond this earthly world before they die.” — Liu Cixin, The Three-Body Problem In the process of learning and using new technologies, the yearning for new knowledge generates internal motivation. Internal motivation and interest are the two best teachers. When using large language models for writing, it is necessary … Read more
How to Obtain 1. Follow the public account below, and click 【Like】 and 【View】 in this article 2. Click 【Get Course】 in the public account to obtain this material There is a course on Basics of Machine Learning: Machine Learning and Materials/Chemistry Basics of Machine Learning: Machine Learning and Materials/Chemistry 1. Introduction to Machine Learning … Read more
Python Data Science & Machine Learning: These Optimization Tips You Probably Don’t Know! Introduction Dear Python developers and data science enthusiasts, have you ever encountered the following scenarios: Spent several days doing data analysis with Python, but the program runs slowly, and memory consumption is through the roof? Trying to tune a deep learning model … Read more