This article is about 4200 words long, recommended reading time is over 10 minutes. This article provides a detailed introduction to several key normalization techniques in deep learning. Normalization is a key concept in deep learning that ensures faster convergence, more stable training, and better overall performance. PyTorch includes several normalization layers, and we will … Read more
MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and researchers in enterprises. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home and … Read more
Improving kNN Matching Effect for Dating Websites This article follows up on the previous one, in which we briefly introduced the basic principles of the kNN algorithm. Using the context of dating website matching, we implemented data parsing from a text file using Python and created scatter plots with matplotlib for data analysis. In this … Read more
Produced by Big Data Digest Compiled by: Shijin Tian, Ni Ni, Hu Jia, Yun Zhou In many machine learning labs, machines have undergone thousands of hours of training. During this process, researchers often take many detours and fix many bugs, but it is certain that the experience and knowledge gained during the research process are … Read more