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
POD24 significantly affects the overall survival (OS) of patients with follicular lymphoma (FL) within 24 months of disease progression. Existing FL risk scoring models have been developed using statistical methods such as logistic regression or Cox regression. The rapid development of machine learning has facilitated the advancement of prognostic models. In China, Professor Song Yuqin, … 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
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
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
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
1. Introduction In the field of machine learning, the interpretability of models has always been an important research direction. Today, we would like to introduce a powerful R package — explainer, which provides strong support for understanding complex classification and regression models. This package mainly achieves detailed interpretation of complex models through Shapley analysis, which … 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
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