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
“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
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
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
Debris flow susceptibility evaluation is an important part of debris flow prevention and control work. Reliable evaluation results can provide important basis for formulating scientific disaster prevention and reduction plans in related areas. Thanks to the development of remote sensing technology, geographic information systems, global positioning systems, and computer technology, debris flow susceptibility evaluation technology … Read more
Click the blue text above to follow us TensorFlow: Essential Tool for Machine Learning Engineers Recently, while working on a deep learning project, I found TensorFlow to be an excellent tool. It is not only powerful but also very easy to use. Today, let’s discuss the basics of TensorFlow and see how it helps us … Read more
1. Introduction to the Library In today’s fast-paced digital age, machine learning has permeated various aspects of life. From smart voice assistants understanding our spoken commands, personalized recommendations on e-commerce platforms, to medical imaging for disease recognition and financial institutions predicting credit risks, machine learning algorithms play a core role. Scikit-learn, as the most popular … Read more
Quick Start to Machine Learning with Scikit-Learn When it comes to machine learning, many beginners might feel that it’s far from their reach. However, that’s not the case. Today, let’s talk about how to quickly train and evaluate machine learning models using the scikit-learn library in Python. Imagine, just like building blocks, you can create … Read more
Predicting Clinical Risk Factors of Diabetes UsingMultiple Machine Learning Techniques to Resolve Class Imbalance Novice Medical Research Official Website: https://www.newboat.top Our courses are better than Dingxiangyuan! Novice Medical Research PC Learning: https://app.newboat.top/, featuring an offline medical database, data extraction, and high-quality research tools, along with AI accounts. Novice Medical Research Mini Program: Novice Bear Bilibili: … Read more
3D Science Valley Insights The Materials Genome Initiative generates vast amounts of materials data through high-throughput computation and experiments, providing rich training material for artificial intelligence. For instance, high-throughput computation can predict the structure and properties of materials, while high-throughput experiments can validate these predictions and generate actual performance data. Machine learning can uncover implicit … Read more